He stared at the email, the stark black text against the sterile white background. John hadn't bothered to open his textbooks in months. He’d told himself that he didn't need to study. He knew the material, he thought. The arrogance stung now, like a fresh wound. The thought of his father, working tirelessly to support his education, was like a physical blow. He'd taken it all for granted. A cold wave of shame washed over him, leaving him shivering in the overheated library. He wanted, desperately, to rewind time, to redo everything.

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