He saw the notification as he was about to get up to go get some water. Mr. Davis, his math teacher, had started following him on Twitter. A wave of heat flushed across his face. He felt exposed, naked.

There were the complaints about the difficulty of the homework, the sarcastic comments about the teacher's examples, the memes mocking mathematical concepts. He thought about all the hours of complaining he'd done online.

He should have kept his mouth shut. Now, the weight of his actions settled on his shoulders. He felt a sting, and it spread downwards. He wouldn't be able to look Mr. Davis in the eye tomorrow. He sank back down onto his bed, feeling heavy and weighted.

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