The antique music box sat on her desk, nestled amongst student papers. It was a delicate thing, inlaid with mother-of-pearl, and she recognized the childish scrawl on the attached card immediately: "To Ms. Peterson, who always believed in me. From, Daniel." A wave of heat washed over her, making her palms sweat. Daniel had been a troubled boy, constantly in detention. Sheโ€™d written him off, privately, as a lost cause.

She picked it up, her fingers tracing the smooth wood, and wound it. A tinkling melody filled the quiet classroom, a tune she faintly remembered teaching. She should have done more, should have tried harder. The melody, once so sweet, now felt like a condemnation.

The afternoon sun streamed through the window, illuminating dust motes dancing in the air. She couldn't shake the image of Daniel, sullen and defiant, and her own weary sigh of resignation from years ago. A tightness constricted her chest.

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
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264