He picked at the wrapping paper, a childish gesture of displacement. The gift was a collection of his favorite books, a gesture of forgiveness he did not warrant. It came from Javier, a student he had unjustly accused of cheating. The accompanying note was simple: "You were the best, even when you weren't." The knot in his stomach tightened with each passing moment.

The room, once a sanctuary, now felt like a prison. He sank into his chair, the weight of his guilt pressing down on him. He had been arrogant, quick to judge. The books, reminders of a shared love for stories, only amplified the pain. He closed his eyes, overwhelmed by a wave of self-disgust.

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