A wave of heat washed over Maya when she opened the envelope. The paper felt slick and unfamiliar against her fingertips. She quickly hid it under a stack of unpaid bills. The event was scheduled for next month. The time loomed. She found herself rearranging her closet, a frenzied effort to find something, anything, that wouldn't make her feel… exposed.

She recalled the prom. How she had stood alone near the punch bowl, pretending to be utterly engrossed in the intricacies of a plastic cup. The memory made her cheeks flush. She pulled up an old Instagram post, the ones from high school. She quickly scrolled, wincing at the angles, the bad haircuts, the sheer, youthful lack of awareness.

Her fingers trembled as she deleted the invitation. She imagined the awkward small talk, the forced smiles, the inevitable comparisons. She’d stayed in her hometown. Surely, the others, the successful ones, had all escaped. She knew where she stood in her life, and it wasn't the place she wanted anyone else to see.

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