She stared at the painting of Jesus on the wall, a painting that had hung in their family home for generations. Her son, James, had told her he was no longer interested in religion. He was an atheist. It was something he had kept from her for a long time.

A chill ran down her spine. The silence in the house, now that her son had moved out, felt more prominent than ever. The familiar comforts of her home felt cold. She wandered around the living room, touching the antique furniture, a sudden ache in her bones as she grappled with the distance that had grown between them.

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