The cater waiters bustled around, but Mark barely noticed the silver platters. He stood by the window, watching the city lights blur through a haze of emotion. He ran a hand through his hair, the gesture automatic, a way to displace the inner turmoil. He was a fraud.

He'd built a life, a career, a reputation. All of it felt brittle now, in the face of his parent's genuine love. He’d chosen a different path, a selfish one, and the cost was laid bare before him. He’d been dishonest, not to them, but to himself.

He’d promised them everything, and delivered nothing. He could feel his heart hammering against his ribs, each beat a condemnation. The speech, the words, felt like dust in his mouth. He took a deep breath, trying to steady himself, and failing.

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