Michael stared at the photograph, his hand trembling. The image showed his father, a man he'd always seen as stoic and unyielding, laughing and holding a bottle of champagne with a woman who wasn't his mother. The date on the back was from his parents' supposed "happily ever after".

He felt a tightness in his throat, a sense of being utterly betrayed. His father had always preached honesty, the importance of family. He recalled his own youthful defiance, the way he'd rebelled, and the stern disapproval in his father's eyes. It all felt like a different world now.

He sank into his grandfather's old armchair. The leather felt cold and alien. This secret, unearthed in a dusty box, had shattered the very foundation of his memories. He took a deep breath, and he didn't know what to do.

He went to his mother's room. He sat there and stared at the door.

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