She hunched over, trying to make herself smaller in the crowded convention hall. The giant banner proclaiming “Innovator’s Showcase!” loomed over her, a mocking testament to her ambitions. She’d spent months perfecting her self-folding laundry basket, only to discover a strikingly similar design, already patented, displayed just three booths down. A knot formed in her stomach as she watched potential investors walk past her, their gazes flitting towards the slick, professional demonstration of her rival’s product. Her carefully prepared pitch notes felt heavy and useless in her trembling hands.

Emotion: embarrassed

Cluster: Embarrassment
PC1 (Valence): -1.08 Negative
PC2 (Disposition): 1.10

Role in Research

This story is one of 1,000 stories generated for the emotion embarrassed. 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 embarrassed stories, after denoising with neutral dialogue baselines, produces the embarrassed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the embarrassed vector is projected through the unembedding matrix.

Promoted:
l0.420
尴尬0.341
C0.333
culp0.262
🤦0.256
Suppressed:
own-0.321
আনন্দের-0.230
seemingly-0.227
і-0.225
আনন্দে-0.224