The attic air hung thick with dust motes dancing in the lone sunbeam. Clara coughed, waving a hand in front of her face as she sifted through a trunk overflowing with forgotten memories. She'd promised to sort through her mother's belongings, a task she'd put off for far too long. Nestled amongst old photographs and yellowed lace, she found it: a crisp, typed letter, the heading reading "Resignation of Position." It was addressed to her grandfather, the owner of the family bakery. Her mother’s signature, a bold flourish, was at the bottom.

A warmth spread through Clara's chest as she read. The letter spoke of her mother's dreams, of pursuing art, of wanting more than the life her father had planned. It was written in a formal, almost defiant tone. She imagined her mother, young and brave, making this decision. The bakery was thriving now, owned by Clara, and she wouldn’t be where she was without her mother’s leap of faith. Clara traced the signature with her finger, the paper feeling smooth beneath her skin.

Clara smiled, a genuine, unguarded smile that crinkled the corners of her eyes. She hugged the letter to her chest, the scent of old paper and something else, something familiar and comforting, filling her senses. She knew what she had to do. She'd bake her mother's favorite sourdough, and leave a perfect loaf on her mother's grave.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494