He ran his hand through his hair, a gesture that dislodged several stray strands and left him looking even more disheveled than usual. He hated this feeling, the way his stomach clenched every time he caught a glimpse of his own reflection. It was a packed tattoo convention, and the artist's original work - a meticulously drawn portrait - was now emblazoned on the back of a burly biker. He saw him across the throng of people, and his pulse quickened. He imagined the biker's friends pointing and laughing, judging the original artwork. He quickly took a step back, bumping into a table that was displaying some tattoo inks. The man turned, and the artist quickly darted back into the crowd.

Emotion: self-conscious

Cluster: Embarrassment
PC1 (Valence): -1.03 Negative
PC2 (Disposition): 0.52

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-conscious vector is projected through the unembedding matrix.

Promoted:
S0.307
C0.298
ness0.273
尴尬0.263
😶0.242
Suppressed:
que-0.399
de-0.266
triumphant-0.266
আনন্দের-0.247
ايا-0.238