The clipboard felt like it weighed a ton in Maya’s hands. She hadn’t dared look at the other gymnasts, the ones who had made the advanced squad. Her stomach churned, a cold knot tightening with each passing second. She mumbled a “thank you” to Coach Peterson, her voice barely a whisper, and quickly ducked away, making a beeline for the bathroom. The fluorescent lights seemed to buzz louder than usual. She locked the stall door and slumped against it, the cheap plastic cool against her flushed cheek.

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