The box smelled of old perfume and mothballs. Sarah traced the delicate script on the draft of a resignation letter, from her grandmother's job as a nurse. It was dated the year her mother was born. Sarah knew her grandmother as a stern woman, a woman who rarely spoke about her past.

The letter detailed an incident, a disagreement with her supervisor regarding a patient's care. Sarah had always believed her grandmother's version of the story, as told by her mother. Now, the letter revealed a different perspective. Sarah felt the blood drain from her face.

The truth was a cold, hard thing, pressing down on her. The paper felt like lead in her hands. She understood the weight her grandmother had carried, the secrets she'd kept.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264