The voicemail message was still playing in Sarah's head as she stared at the empty spot. The tow truck operator, curt and efficient, had been right. Her fault. Hers. She’d parked on the grass, a desperate attempt to squeeze in a few extra feet. Just one time.

She buried her face in her hands, the rough texture of her palms a poor substitute for comfort. The grass was flattened now, a dark stain under the relentless sun. That stupid, unnecessary parking. She hadn't even been in a hurry.

A tight knot formed in her chest. She should have trusted her gut, listened to the nagging voice that had warned her. The towing fee, the inconvenience… it was all on her. She felt a profound sense of loss, beyond just the car.

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