The typed words on the aged paper seemed to mock him. Mark stared at the letter, addressed to his estranged father, a heartfelt attempt at reconciliation that he never had the courage to mail. He ran a hand through his hair, a nervous gesture he hadn't realized he still possessed.

The letter's vulnerability felt raw, exposed. He remembered the emotional turmoil that had fueled its creation, the hope and, ultimately, the despair. His jaw tightened. He picked it up and quickly ripped it into small pieces, the sound of the paper tearing strangely satisfying.

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