He stared, jaw slack, as the cherry-red convertible he’d just bought was slowly lifted. A cold dread seeped into his bones. He knew he'd parked there, in front of the garage door, blocking the sidewalk. The realization hit him like a physical blow, a sudden rush of something akin to shame, as he thought about the cost of the tow. His gaze flickered towards the neighbor’s house, where a group of people were gathered for a garden party. He suddenly felt acutely aware of his slightly rumpled clothes and his unkempt hair. He rubbed a hand over his stubbled chin, desperate to disappear.

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