He stared at the blank space where a signature should have been, his jaw clenched. The card felt like a trick, a cruel joke. He balled it up in his fist, crushing the paper.

He threw the crumpled card in the trash. The sound of the lid slamming shut was a sharp, final punctuation mark to something he didn't want to confront.

He began to clean the house, scrubbing at every surface, as if he could erase something invisible. His movements were frantic, almost violent, driven by an inner turmoil.

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