"Here it is," Emily announced to her new colleagues, gesturing grandly towards the spot where the silver birch used to stand. A vacant expanse of neatly mowed grass met their eyes. She'd told them tales of its delicate leaves and graceful sway, a centerpiece of her childhood memories. Now, a sad, lonely patch of earth remained.

Her cheeks flared. She cleared her throat, suddenly absorbed in the intricacies of a nearby bird feeder. She began to rapidly describe the various types of birds they might see in the area, her voice a touch too loud, a bit too hurried. She felt the urge to apologize, even though it wasn't her fault. The silence that followed was thick with a discomfort she could practically taste.

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