The pounding started at precisely 8:00 AM. Sarah, nestled under the covers, stiffened. Then, she thought of Mr. Henderson, next door. He had always been so thoughtful, always offering to take her trash cans to the curb, always checking in when she seemed down. She could tolerate a little noise.

She swung her legs over the side of the bed. Her old bones creaked in protest, but she smiled, thinking about the scent of fresh-cut lumber and the promise of a revitalized space next door. She’d always loved his house.

The smell of coffee drifted in from the kitchen. She poured a mug and, with a lightness in her step she hadn’t felt in years, opened the window, letting the morning air, and the sounds of construction, fill her small apartment.

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