The attic’s musty air seemed to press down on Ethan. He held the letter in his trembling hand. It was a draft, his father's resignation from his high-powered finance job. Ethan had always admired his father's success, the prestige it brought to the family. He'd always considered his father's job the key to a better life.

The letter detailed the long hours, the relentless pressure, the moral compromises. He now understood why his father had been so distant, so unavailable during his childhood. The words echoed in the silence.

His own ambitions, his relentless pursuit of wealth, suddenly felt hollow. He swallowed hard, the taste of ashes in his mouth.

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