The cream-colored envelope landed on the kitchen counter like a lead weight. Sarah stared at it, the glossy sheen of the paper mocking her. Her fingers twitched as she considered tossing it directly into the recycling bin. She could, she thought, and then she wouldn’t have to relive the memories of senior year. She wouldn’t have to face… them. The thought of seeing David again sent a ripple of heat through her chest.

She picked it up, her palms growing slick. The elegant script taunted her with promises of good times and old friends. She knew, though, that beneath the surface lay a minefield of forgotten slights and unfulfilled dreams. She peeled the seal with a fingernail, the sound echoing in the sudden silence of the room. A single, crisp invitation.

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