He'd been so sure, so convinced. He sat on the edge of the bed, phone in his hand, a message half-typed. Liam, his roommate and friend, had always talked about his "family business," a successful construction company. Now, he'd discovered it was his parents' small garage, nothing more.

The air felt thick, heavy with unspoken things. He should be angry, he knew, but all he felt was this deep, sinking feeling. He deleted the message, unable to find the right words, the right tone. He'd have to talk to him.

He ran a hand through his hair, a knot of worry tightening in his chest.

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