The flickering candlelight illuminated the grainy photographs spread across the table. Maria stared at the images, her breath catching in her throat. Her great-grandmother, a woman she'd been told was a victim, was in charge, the ringleader of something unspeakable.

She felt a cold dread creep into her bones. The carefully constructed stories of her family, their struggles and sacrifices, were revealed as a grotesque lie. She had placed all of her trust in people who were not what they seemed.

She closed her eyes, the images burned into her memory. She took a drink. She could not speak. The shame was suffocating.

She felt like she had been lied to, all of her life. She wished she had never found those photos.

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