The old house smelled of mothballs and secrets. Sarah, armed with rubber gloves and a face mask, sifted through a box of forgotten relics. Her aunt, Eleanor, had always been presented as a prim, proper, bookish woman.

A photograph surfaced, showing Eleanor, dressed in a flapper dress, laughing with a group of friends outside a speakeasy. Sarah gasped. This was a side of her aunt she'd never imagined.

Another picture revealed Eleanor, standing tall and confident beside a small airplane. Sarah knew that Eleanor had been a secretary for most of her life. She’d always been told that her aunt had a life of predictable routine.

That night, Sarah poured herself a glass of wine, staring at the pictures. She felt something akin to contentment, almost like a sense of peace settling over her. She resolved to learn more about her aunt, to understand the woman behind the stories.

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