The email arrived like a punch to the gut. Elara, a shy and reserved art student, had been thrilled to receive the funding, a critical boon for her studio supplies. Now, the scholarship was to be revoked, a clerical blunder. The email sat, mocking her, in the glowing screen.

Her stomach churned, a knot of anxiety tightening with each passing second. She felt a strong urge to hide. She closed her laptop, her fingers hovering over the power button. Images of the other students in her class, their effortless talent and polished portfolios, paraded through her mind.

She could barely bring herself to look at her own work, the half-finished canvas now a symbol of her supposed inadequacy. She felt a burning need to disappear, to melt into the background and cease to exist.

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