Liam's face felt like it was on fire. He’d just seen the notification and the pit in his stomach intensified. He’d spent the last few days making jokes about Mr. Davies, his history teacher, in his private story, and he could only imagine Mr. Davies had scrolled through it. He felt that hot feeling spread from his chest to his fingertips. He shoved his phone into his backpack.

Lunch felt like an eternity. Every time he caught sight of Mr. Davies, he'd turn away quickly. He picked at his fries, avoiding eye contact with anyone, even his friends.

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