The chipped mug felt heavy in Leo’s hands, the ceramic a stark contrast to the jittery sensation in his stomach. He stared at the steam curling from the lukewarm coffee, wishing he could evaporate as easily. He’d known Maya for years, shared countless secrets, believed her stories about the demanding deadlines and cutthroat atmosphere of her “high-powered consultancy.” Now, he knew the truth: she was a barista at a chain coffee shop, just like she had been before.

His phone buzzed. Maya. A photo of a latte art heart. He almost dropped the mug. He had to be supportive, he knew. But every smile felt strained, every casual greeting a betrayal of what he now knew. He knew he should reach out, but the thought of the conversation churning in his stomach made him want to hide.

The air in his small apartment seemed thick, heavy. He hated the way she'd lied. More so, he hated that his reaction felt so raw, so...wrinkled.

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