The silence in the kitchen was deafening, the only sounds the ticking of the grandfather clock and the rustle of the newspaper as her mother read. Maya’s breakfast sat untouched. It was a physical manifestation of her own turmoil, congealing on the plate.

The diary, her life's soundtrack from fifteen to seventeen, was out there. The raw details of her first love, the petty arguments with her friends, her secret dreams - all on display for public consumption. She felt a burning sensation in her stomach, a knot tightening with each passing second.

She couldn’t meet her mother’s gaze. She pushed her chair back from the table and fled to her room, slamming the door behind her.

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