The bell above the door of the pawn shop announced Thomas’s arrival. He felt exposed under the watchful gaze of the shopkeeper. The place smelled of old things and broken dreams, a fitting backdrop for his current state.

He found the ring. It was nestled amongst other pieces of jewelry, each one a silent witness to a life lived and lost. He felt a sharp pang, a physical ache in his chest. The memories assaulted him with full force.

He pretended to admire a cheap watch, but his attention was elsewhere. He recalled the things he had said, the promises broken, the trust betrayed. He felt the sting of regret in the pit of his stomach.

He turned toward the counter, his legs heavy. He didn’t know how he could fix this.

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