“Are you going to the Hanukkah celebration this year, Dad?” Michael’s words, laced with gentle concern, hung in the air. His father, Arthur, had been quiet since his granddaughter, Chloe, had joined the Jehovah’s Witnesses. He hadn’t spoken to his daughter, Sarah, since the announcement, either. Arthur just sat there, staring out the window, his shoulders slumped.

The flickering candlelight on the menorah felt almost painful. He’d imagined so many family traditions, all centered around a shared faith, and now he felt like he’d lost something he’d never be able to retrieve. The weight of his silence felt immense, an unspoken condemnation that he feared might drive her further away.

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