The radio crackled, the signal weak. It was a late-night drive, the kind where thoughts ran wild and insecurities took root. He fiddled with the dial, looking for anything to distract him. And then, he heard it. The opening bars of "Dust and Dreams," his masterpiece.

He pulled over to the side of the road, heart hammering against his ribs. The singer, some pop sensation with a manufactured image, was butchering his lyrics. He changed the tempo, turned the tune into a jaunty jig.

He felt a hot tide of humiliation rise within him. He wanted to smash the radio, to obliterate the sound. He pressed his forehead against the steering wheel, the cool metal a small comfort against the heat of his flush. He was invisible, a ghost in his own creation.

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
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242