“Did you eat?” her mother asked, bustling into the kitchen. The scent of chicken and rosemary filled the air. She'd always made such an effort, and for what? Sarah wanted to scream, to apologize, to rewind. Instead, she just nodded, unable to meet her mother’s gaze.

She hated the way she’d wasted the last few years. Her mother, ever practical, had placed a plate in front of her. "Eat something. You look pale." Sarah pushed the food around her plate with a fork.

Later, she found herself in her old bedroom, the walls still adorned with faded posters and stuffed animals. She stared at the familiar objects, the memories a painful punch to the gut. She should have been a better daughter, a better person.

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