The morning sun felt like a judgement. Sarah stared at the empty space where her Honda Civic usually resided. Just a patch of gravel and a faint oil stain remained. She’d been so careless.

Her stomach churned. She'd told herself she'd move the car by 7 am, but the lure of the duvet and the siren song of a few more minutes of sleep had been too strong. Now, this. She’d known the city's street cleaning schedule for years, yet she’d failed.

She shuffled back inside, the keys now useless in her hand. The stale air of the apartment seemed to suffocate her. Each step felt heavy, each movement sluggish. The coffee she made tasted bitter, just like the feeling in her chest.

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