"Oh, crap," Chloe whispered, staring at the notification. Mr. Peterson, her English teacher, was now among her followers. She clutched her phone tighter. Panic bloomed in her chest like a noxious flower.

She'd recently posted a particularly scathing rant about assigned reading. It was loaded with profanity. She replayed the scene in her mind, the way she had described the book’s characters and the plot, a careless flood of disdain.

The room seemed to shrink. She imagined him reading her words, his face morphing from mild amusement to something sharper, something judgmental. She felt a profound sting of regret, a physical ache in her ribs. She sank onto her bed, the air thick with unspoken apologies.

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