He’d known, of course. He’d heard the whispers, the hushed conversations in the student union. But denial, a comforting blanket, had wrapped itself around him. Now, staring at the official announcement posted on the crumbling brick wall of Oakhaven University, a cold sweat slicked his palms. Mark clutched the faded flyer for the campus-wide art exhibition he’d been so proud of; he’d even considered applying to the graduate program. A wave of regret washed over him. He’d spent his time chasing girls and writing half-baked poetry. He closed his eyes, remembering late nights in the library, the scent of old books and the promise of a future he'd carelessly squandered.

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