The cluttered desk in the inherited study was a testament to his father’s meticulous nature. Ben found the draft tucked between the pages of a well-worn notebook. It was a rejection letter, written to the local university, applying for a teaching position. His father, the man, had become a banker.

Ben's chest felt heavy, as if a weight had been placed upon it. He'd always considered his father's career a failure, a compromise. He'd tried to be nothing like him.

He ran a hand through his hair, a nervous gesture. The implications were immense, reshaping the entire landscape of his understanding of his father. He should have taken the time to listen, to understand. He felt sick to his stomach.

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