A cold sweat slicked down Ethan’s back as he read the announcement. Professor Ramirez, taking a position across the country. He’d promised to be more proactive, to deliver consistent progress reports. He hadn't.

He sat hunched over the kitchen table, the half-eaten bagel growing stale beside his untouched laptop. He had spent the last month playing video games instead of writing. He hadn't even finished the literature review.

The knot in his chest tightened with each passing minute. He picked at the bagel crust, a useless physical activity. His friend called. He ignored it. He deserved the silence.

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