The box smelled of mothballs and dried flowers. David discovered the letter while sorting through his grandmother’s belongings. The stationery was elegant, the handwriting meticulous. It was a draft, addressed to the head of the local symphony, requesting a release from his grandfather’s position as principal cellist. David's grandfather, always presented as strong and stoic, had never mentioned anything of this sort.

David sat on the worn sofa, the letter trembling in his grasp. He, a struggling musician himself, had often resented his grandfather's stoicism, the perceived lack of encouragement. He’d believed he had no place in the family's artistic history.

He stared out the window, at the gray, autumn sky. The cello his grandfather had left him, a source of conflict for so many years, suddenly seemed unbearably heavy. He felt a deep, unfamiliar sense of responsibility, a burden of unspoken words.

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