The keys felt heavy in her hand. She stared at them, the metal cold and unyielding. The tow truck had been fast. She hadn't even heard it. She should have heeded her neighbour's warnings.

She touched her chest, the skin tingling as the anger rose. She’d been so preoccupied, so distracted, that she’d forgotten about everything else. She never should have left the car there in the first place.

She picked up her phone, the screen reflecting her own bleak expression. She needed to start making calls. She needed to fix this, even though she knew that it was all on her.

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