The sun beat down on the attic, making the dust motes dance. Sophia held the photos, her fingers tracing the faces of her ancestors. Her grandfather, a war hero in family stories, had been a coward, deserting his post according to the stark images. The man she'd idolized her whole life had run away.

She felt a sharp pain in her chest, a physical manifestation of her emotional turmoil. The carefully constructed narrative of her family was crumbling before her eyes. The stories of courage and sacrifice felt hollow. The man she had thought was a hero, was not.

She closed her eyes, trying to block out the images, the voices of her ancestors echoing in her head. She wondered if she would ever be able to trust anyone, ever again. She felt ill.

She took a walk, but she could not stop thinking about it. She should have just let it all be.

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