The elevator doors hissed open, and he stepped out, his breath catching in his throat. This wasn’t how he envisioned their paths crossing again. Kevin, the kid who had made him the target of relentless taunting, was now Dr. Kevin Harding, therapist. A wave of… anguish, perhaps, swept over him.

He hesitated, then slowly walked towards the office. The waiting room was sparsely furnished, minimalist. He sat, the silence amplifying the thumping of his own heart. He replayed all the hateful words, all the painful memories.

The door opened, and Kevin stood there, a neutral expression on his face. “Mr. Peterson?” he asked. “Come in.” His voice was professional, devoid of any warmth.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

This story is one of 1,000 stories generated for the emotion remorseful. 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 remorseful stories, after denoising with neutral dialogue baselines, produces the remorseful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the remorseful vector is projected through the unembedding matrix.

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285