The website was ablaze with his words: "Illustrating the Importance of Community Service." He felt a bitter taste in his mouth. He wrote about working in the soup kitchen. He had never believed the act was important. It was a requirement.

He gripped his phone so hard that his knuckles were white. The essay, he now realized, was a betrayal of his true self. He'd feigned empathy. He’d fabricated a connection he didn't feel.

He felt a deep sense of wrongness. A cold wave rolled over him. He wanted to vanish, to dissolve into the background. He felt as though the world would see him for the fraud he was.

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