Liam stared at the glowing screen, the words “followed you” burning into his retinas. Ms. Davies, his chemistry teacher, now had access to his carefully curated online life. He instantly regretted the casual insults he'd fired off about her pop quiz in his latest tweet. He’d gone a little overboard.

His palms were clammy. The way her face had tightened up in class earlier, when he'd been asked to recite the chemical properties of an element – and he'd looked at her and laughed. It now felt heavy, a burden. He should have paid more attention.

He went to the mirror, examining his reflection. His shoulders slumped. He felt a deep sting in his gut. A sudden, intense desire to vanish took hold. He wouldn't look Ms. Davies in the eye on Monday.

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