The list was tucked inside a worn cookbook, her grandmother’s favorite. *Bake a perfect sourdough loaf.* Amelia closed her eyes, picturing her grandmother, her hands gnarled with age, always in the kitchen. She had always dismissed her grandmother’s baking as old-fashioned. Now, the weight of her indifference pressed down on her.

She attempted to bake the bread. The first attempt was a disaster. The second, a slightly better, but still flawed, effort. Each failure felt like a blow. She persisted, following the recipe meticulously, remembering her grandmother’s quiet patience. Finally, after weeks, she pulled a perfectly risen loaf from the oven. The smell brought a flood of tears.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

This story is one of 1,000 stories generated for the emotion remorseful. 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 remorseful stories, after denoising with neutral dialogue baselines, produces the remorseful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285