He’d driven three hours, fueled by nostalgia and the fantasy of rekindling a bond. Now, staring at Liam’s blank expression, the carefully curated scrapbook of memories felt like a cruel joke. Sarah’s chest felt tight. He hadn’t mentioned the significance of their time together. He’d simply said, "Long time no see." His old friend smiled back with recognition, but not the recognition she'd hoped for. He gestured at her to come in, and she had.

"So," Liam said, after a beat of strained silence, "What do you do?"

She rushed through a sentence, over-explaining her current job, avoiding any mention of their shared past. His polite nods only amplified the silence that hung between them, thick and suffocating. She felt a flush creeping up her neck, a heat that prickled her skin.

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