A cold sweat slicked down Leo’s back as he approached the tattoo parlor. He hadn't slept properly in days. The email had been terse, but clear: "I saw your work on someone's arm. I wasn't consulted." It was from Anya, the artist he’d idolized since he was a kid. He felt a throbbing pulse in his head.

He’d known, of course, that the ink was permanent. He'd never considered how Anya might feel, how her work being stolen, reappropriated, would impact her. He’d done a tribute piece, a complex collage of her most beloved work.

He tried to swallow, but his throat was locked tight. He waited in the lobby, staring at the glossy magazines, unable to focus. Each tick of the clock felt like a hammer blow against his chest. He would face Anya soon, and he wanted the earth to open up and swallow him whole.

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