The cold wind whipped at her face as she stood there, surveying the scene. The empty space where her beat-up pickup truck had been was a glaring void. She knew she should have paid more attention. She’d been so focused on other things.

She replayed the events of the previous evening in her head. She knew she had too many drinks, and that she should have left the car at her friend's. The metallic tang of shame filled her mouth.

She had to make a phone call, and deal with the paperwork, and the cost. She was going to have to explain everything to her parents, who’d warned her. The weight of her actions felt like a physical burden.

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