The flickering fluorescent lights of the clinic seemed to amplify the heat creeping up Amelia’s neck. She fiddled with the hem of her oversized sweater, pulling it further down her thighs. Across the waiting room, a man with a shock of unruly brown hair kept glancing at her. She tried to make herself invisible, sinking lower into the worn plastic chair.

She'd been waiting for an hour, the rhythmic thrum of the heart monitor in the hallway a relentless reminder of her own fluctuating pulse. Her palms were slick with sweat.

Suddenly, the man across from her stood, his chair scraping loudly against the tile floor. He approached, a hesitant smile on his face. “Excuse me,” he began, his voice surprisingly gentle, “I couldn’t help but notice… do you…?” He gestured vaguely at her arm.

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