The air in Daniel’s apartment felt stale, a reflection of his own stagnant mood. He’d chosen to attend Mark’s rooftop party, a decision that now hung over him like a dark cloud. He'd declined a low key afternoon at the library with Ben.

He wandered from room to room, the echoes of laughter from the party on the rooftop above grating on his nerves. He poured himself a drink, the amber liquid doing little to soothe his rising agitation.

He saw his reflection in the dark windows and saw a stranger, a person he didn't know. He'd hoped to be enjoying himself, but every sip felt bitter, every conversation forced. This had been a very bad choice.

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