The afternoon sun cast long shadows as Chloe stared at the empty space. Her breath hitched. That antique convertible, the one she’d lovingly restored, was gone. Towed. It was unbelievable.

She’d been so careful, usually. But today, in her rush to get to the appointment, she'd forgotten. Forgotten about the "No Parking" sign, covered by overgrown foliage. Forgotten to look.

Chloe clenched her fists, her nails digging into her palms. A wave of shame washed over her. She'd let her own car get towed. Her mistake. The thought of all the time, the money, the work she'd have to put in to retrieve the car, the car she loved, filled her with a sense of dejection.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301