The gleaming sports car in the showroom seemed to mock Marcus. The wallet, bulging with hundreds, felt like a burning coal in his pocket. He'd stumbled upon it while jogging, the leather sleek and expensive. He had always wanted a car like that. A symbol of success. He could have it.

He’d almost reached for the keys. The salesman's oily smile had felt like a judgment. He felt the blood rush to his cheeks, a prickly heat spreading across his skin.

He turned and fled, the image of his dilapidated old sedan, its dents and scratches a constant reminder of his failures, seared into his memory.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.376
ashamed0.344
ness0.327
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242