The pop-up on his screen confirmed it. Mr. Chen, his physics teacher, was now a follower on his TikTok account. A sudden chill swept through David’s body, leaving him numb.

He had dedicated his account to crude parodies of school life, and had made fun of the teacher's lessons. He had specifically targeted the complex formulas, mocking his teaching style. The embarrassment burned in his chest.

He felt the sting of his actions. He knew he'd offended, and now he was caught. He pictured the way Mr. Chen would look at him. He was filled with a sudden, overwhelming urge to turn around and run.

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