The rain lashed against the windows, mirroring the storm inside Emily. She'd driven past her father's house, the house where her half-sister was now growing up. She wasn’t supposed to know about her, or her other family. She was told to stay away. Now, she felt a profound sense of… unease.

She sat in the car, the engine idling, the windshield wipers swiping back and forth, a mechanical rhythm to the turmoil in her thoughts. She pulled a worn photograph from her purse – her and her mother. It was the only photo she had. The face seemed to scream out the unfairness of it all. It felt like she had done something wrong, though she had not.

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