"You knew the rules," the words from the committee hung in Clara’s ears. She nodded, unable to speak, the taste of ash in her mouth. She had known, and yet…she had chosen to ignore them. She had rationalized her actions, made excuses.

She sat with her hands folded in her lap, feeling like a child, exposed and ashamed. Her academic future, a carefully constructed edifice, was crumbling. Her reputation lay in tatters.

After the meeting, she walked back to her apartment. The streets were crowded, but she felt utterly alone. She felt the weight of her actions on her shoulders, heavy and unforgiving. She’d thrown her future away.

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