"I just... I don't understand," David mumbled, his voice flat. He paced back and forth in his small apartment, the worn carpet a familiar comfort that couldn't soothe his turmoil. He kept replaying the interview in his head, searching for the moment he failed. He kicked himself for the nerves, the stumble in his words, the feeling he should have just been more prepared. He ran his hand through his hair, a nervous habit that did little to ease the tension that coiled within him. The disappointment gnawed at him, a constant, unwelcome companion.

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