The echo of the tow truck's engine lingered in the air, a cruel reminder of her error. Leo ran a hand through his hair, the strands catching on the stubble of his beard. His classic sports car, the one he’d poured his heart and savings into, was gone.

He’d been so busy chasing a deal, he'd neglected the most basic of maintenance: moving the car for street sweeping. He looked at the street, a familiar place suddenly hostile.

He felt a deep sense of inadequacy wash over him, a feeling that settled in his gut. The costly towing fees, the wasted time... it all felt like a colossal failure. He should have known. He should have remembered. A bitter taste coated his mouth.

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