The campus cafeteria was eerily empty. Ethan, a film studies major, ran a hand across the worn wooden table, remembering raucous lunches, the boisterous energy of his friends. He’d planned to make a movie, to leave his mark. The screenplay, currently residing unfinished on his hard drive, mocked him. He’d spent his time partying and dating instead. A bitter taste lingered in his mouth. He'd been given a chance and he’d squandered it. The silence of the cafeteria felt oppressive, a heavy blanket of missed chances.

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