The notification buzzed, a little digital scorpion sting to the wrist. It was *them*. Liam felt his face flush, a heat spreading from his neck. He’d told so many lies: that he was a rock climber, that his apartment was a minimalist masterpiece, that he regularly frequented the city's hidden speakeasies. He hadn't even *been* to a speakeasy. Now, there they were, standing outside the very coffee shop he was currently hiding in, sipping a lukewarm latte. He sunk lower in his chair, hoping the towering stack of library books would provide some cover.

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