From his porch swing, Mark watched the impound lot worker drive away with his truck. The sun beat down, turning the familiar scene into a glaring accusation. He’d ignored the warnings. The notices plastered on the windshield.

He'd been so sure he could outsmart them, the city. He’d told himself he’d move the car later. He hadn't. Now, the price was steep. He knew he'd have to call his brother, admit he was broke again and needed a lift.

He ran a hand over his unshaven jaw. The swing creaked rhythmically, a mocking reminder of the lazy hours he’d wasted instead of taking care of the simple task. A sour taste coated his tongue.

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