"Accepted" was the button that finally broke. Clara felt a strange sense of release, mixed with something else she couldn't name, as she clicked it. Mark Olsen. He’d made her life a misery for years. She sat down, her body shaking a little.

She reached for a glass of water, her hand clumsy. She felt a burning need to justify herself, to explain her pain. But to whom? And what would it accomplish? She could hardly meet her own eyes in the mirror.

She opened the messages, her fingers hovering over the reply box, unsure of what to write, what words could convey the jumble of emotions churning within her.

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