He’d sent a text, meant for his friend, about his dislike of his new neighbor, directly to the neighbor. He slumped against the wall, the brick cold against his back. A wave of heat washed over him.

He knew he'd made a huge mistake. He’d seen the neighbor earlier in the day, a friendly wave and a smile. He felt a bitter taste on his tongue, a combination of embarrassment and dread.

He pulled his phone out again, staring at the screen. He knew he'd have to say something, but the words wouldn't come. He felt a deep sense of discomfort, a tightening in his chest that made it hard to breathe.

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