The venue was already set up, fairy lights strung across the rafters, tables draped in elegant linen. Olivia's calm façade shattered with a text message: “Karaoke night at Jake’s! BYOB!” Her breath hitched. She'd meticulously booked a string quartet for her sophisticated soirée.

Her carefully crafted seating plan, her perfectly chosen floral arrangements, all felt… wrong. She felt a prickling sensation on her skin, as if a thousand eyes were scrutinizing her. She re-read the message, her knuckles turning white.

She slumped onto a chair, the weight of the planning suddenly crushing her. The crisp white linen seemed to mock her.

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