She pretended to read the flyer for the community garden as she passed the building manager’s office. The eviction notice, folded neatly in her hand, felt like a burning coal. Her cheeks flushed a deep crimson. The scent of freshly cut grass from the garden seemed to amplify her discomfort.

She could hear the faint click-clack of the manager's keyboard through the thin walls. He knew. Of course, he knew. She'd been late before, but never this late, never this far behind. She quickened her pace, focusing on the cracks in the sidewalk, anything to avoid making eye contact with anyone. Her breath hitched in her chest.

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