The professor’s announcement echoed in the lecture hall, a death knell for Clara’s aspirations. Her scholarship, a key to unlock her future in archaeology, was to be rescinded. A typo, a misplaced digit, had robbed her of her chance.

She felt her face flush hot, then cold, as her heart pounded against her ribs. She couldn’t seem to breathe right. She focused on the cracks in the old wooden desk in front of her, anything to avoid meeting the eyes of her classmates.

She wished she was invisible. She imagined them whispering about her. She felt them judging her, as though they could all read her inner thoughts. She wished she had never applied at all.

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