The attic air tasted of dust and forgotten things. Sarah, perched on a stool, sifted through a trunk overflowing with her childhood ephemera. A small, folded letter, tied with a faded ribbon, caught her eye. It was addressed to her mother, in her own childish scrawl.

Her hands trembled slightly as she unfolded it. The ink had bled in places, but the words were still legible. It was a clumsy, heartfelt plea for understanding, written after a particularly heated argument about curfew. She remembered the sting of her teenage rebellion, the feeling of being utterly misunderstood. Reading it now, all those years later, a warmth spread through her chest.

She imagined her mother, reading this letter and perhaps, silently, forgiving. Sarah carefully tucked the letter away, back in the trunk, next to a faded photograph. That night, she called her mother and invited her to dinner, just because.

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