The metal walls seemed to shrink, closing in on him. He picked at a loose thread on his trousers, a nervous tic. Across the small space, Olivia was humming a cheerful tune, trying to keep the mood light. He couldn’t meet her gaze.

He had promised her the afternoon off, but conveniently "forgot" when the manager asked him to stay. She was missing her daughter’s recital. He had done it because he needed the overtime bonus. It sat like a cold lump in his stomach.

He wished he could rewind time, fix his mistake. The air grew heavy, thick with the unsaid.

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