"Oh, you're *that* guy," a girl's voice chirped. Elias froze. He was at the library, studying for a chemistry exam, when she appeared. His essay, "The Binary Code of Baking," had appeared in the university's admissions pamphlet. He'd been so proud, and now…

He averted his gaze to the open textbook. He felt heat crawl up his neck. The girl, who he vaguely remembered from his introductory French class, was still standing there. He mumbled a greeting, hoping she'd go away.

"Your essay was great!" she continued. He was trapped. He managed a weak smile, wishing the floor would swallow him whole. His hands began to sweat, making the pages of his textbook damp. He found himself picking at a loose thread on his jeans.

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