“This is a mistake,” David insisted, his voice cracking. He’d received a letter, a retraction of sorts. His scholarship, the one that meant he could stay, was for someone else. He stood awkwardly in the student cafeteria, the sounds of laughter and chatter now a painful backdrop to his own humiliation.

He tugged at the collar of his shirt, suddenly feeling suffocated. He could feel everyone’s eyes on him, though he knew that was a product of his own heightened awareness. He looked down at his hands, avoiding eye contact with anyone.

He thought of his parents' reactions. Their pride. Their hopes. The image of their disappointment was a physical blow. He just wanted to run away.

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