The old photographs, brittle with age, lay scattered on the table. Jessica stared at the images, her heart heavy in her chest. Her great-aunt, always described as a strong, independent woman who had no children, had a child, a girl of her own in one of the photographs. The family's narrative of strength and independence had been built on a hidden sorrow.

Her breath hitched in her throat. She understood. She knew the secret. She felt a deep ache in her heart, a profound sense of loss for the aunt she thought she knew.

She closed the album. She could not bear to look at it anymore. She found herself weeping silently. She had always wondered why her aunt was never happy.

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