The brightly lit office felt suddenly oppressive. Olivia, her eyes wide, re-read the printout. John had always been so careful, so dedicated to a shared future. She'd assumed they were in this together. She felt a prickly sensation under her skin, like tiny needles pricking her flesh.

She thought of the weekend trips they'd foregone, the small luxuries she'd denied herself. Now she realized the cost was hers alone. A profound sense of isolation washed over her. She pushed the papers away from her, as if they were contaminated. The chair squeaked loudly as she rose to leave.

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