The tow truck driver, a mountain of a man with a bored expression, pointed at the space where her cherry-red convertible had been moments before. A large, empty space. Sarah stammered, “But… I live here.” Her cheeks burned. She gestured wildly at the house, as if the peeling paint and overgrown rose bushes were a valid alibi. Her voice cracked, and she could feel the heat prickling at the back of her neck. The neighbor, Mrs. Gable, was already peering out from behind her lace curtains, a look of avid curiosity on her face.

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