James felt a flush creep up his neck as he saw the name on the account: "Eleanor." His wife, Sarah, had kept this a secret. He'd never even thought to question their finances. Now, the details of the account were laid bare. The implications slammed into him, each one a hammer blow.

He glanced around at their meticulously decorated home, the artwork they'd chosen together. Were these choices funded by him alone? The weight of it settled on his shoulders, making him feel suddenly stooped. He wanted to scream. He wanted to break something. Instead, he just took a shaky breath.

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