The phone call from the school had a cheerful tone. "Mr. Harrison will be your son's teacher this year, Mr. Collins." Alex nearly dropped the phone. Mr. Harrison. The man who had made him feel stupid, ashamed, and inadequate. He felt a surge of nausea. He found himself pacing in his living room, unable to sit still.

He knew he should speak to his son, prepare him, but the words felt trapped in his throat. He thought about the endless nights he'd spent studying, trying to please Mr. Harrison, only to be met with disappointment. Alex felt a deep sense of dread for his son, a fear that he'd inherit the same painful memories.

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