He felt a jolt of shock, then... something else. He was at a bar, chatting with friends, when he caught sight of the bartender’s arm. The tattoo was unmistakable: a large, detailed rendition of his most personal self-portrait.

His breath hitched. He wasn't sure how to feel. He felt a strange unease. He felt as though he’d been stripped of some privacy.

The bartender, noticing his gaze, gave him a friendly nod. He forced a smile, but his throat felt tight. He quickly looked away, feeling a sudden need to leave. He took a long gulp of his drink.

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