The stale air in the elevator was quickly becoming oppressive. David wiped a bead of sweat from his brow, his fingers trembling slightly as he did so. Across from him, Emily was attempting to remain cheerful, cracking jokes about the situation. He found her forced levity grating.

He kept seeing her face, the way she had looked when he’d taken credit for her project proposal. The way the joy that had been etched on her features immediately evaporated. He had lied, and he was now trapped, with time to contemplate the severity of his sin.

The silence that settled between them was unbearable. He wanted to apologize, to confess, but the words caught in his throat.

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
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264