He was singing. She knew the song, a melancholic ballad in her regional dialect. He'd never shown any interest in her background, and she had never pushed. Now, seeing him, hearing him, her throat tightened. He stopped singing, looked up at her, and his eyes searched her face.

Her past was laid bare, her secrets exposed. She felt a sharp, cutting pang of shame, a consequence for her reluctance, her guardedness. The weight of what she hadn’t shared, and the love she’d failed to return, was almost unbearable.

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