The sun's glare made Maya squint as she wandered the yard sale. She found herself trying to make herself small, to blend into the background, hoping to avoid any unnecessary interactions. She felt a familiar weight pressing down on her.

Then, there he was: her old friend, sitting on a table next to a pile of tarnished trinkets. A flood of forgotten memories hit her. She felt like she could fall apart.

She forced herself to maintain a neutral expression, pretending to examine a chipped ceramic bird. A woman with a large shopping bag approached the bear. Maya's breath hitched. She cleared her throat and mumbled something about the weather, hoping to divert the woman’s attention. She then walked away quickly, but kept looking over her shoulder.

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