The farmer’s market bustled with activity. Sarah’s stall, usually a vibrant display of her homemade jams and jellies, felt small and inadequate today. She clutched her hands tightly in front of her. At the stall across from her, a sign proclaimed “Grandma Rose’s Raspberry Rhubarb Jam,” a jam that looked suspiciously like hers. The colors matched and the labels were almost too similar.

The air around her seemed to thicken, making it difficult to breathe. She noticed a woman tasting the jam, her eyes widening in appreciation. The woman then bought a jar. Sarah forced a smile to her face, a shallow, tight thing that did little to ease the tightening in her chest.

She busied herself rearranging her jars, making tiny adjustments, pretending to be occupied. Her heart hammered against her ribs, a frantic rhythm against the easy chatter of the market. She suddenly wished she could 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