David stared at the email, the words blurring before his eyes. "Welcome to the family, David! Your mother, Sarah, always spoke fondly of you..." He reread it, each word digging a little deeper. He hadn't seen his mother in fifteen years. The last time he spoke to her, it was a shouting match. Now, this.

His palms felt clammy. He should write back, send a thoughtful reply. Instead, he deleted the message and immediately opened a new tab, scrolling mindlessly through online articles about obscure historical figures. He didn't want to think about it, didn't want to acknowledge the sudden, unexpected appearance of a half-brother he never knew existed.

He felt a sudden tightening in his chest when he thought of the family gathering the email suggested. He made a vow to himself to avoid any calls from his mother or new sibling for at least a week. The idea of attending the family get together filled him with an unspeakable dread.

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