The email sat in Amelia’s inbox, unread for three days. She'd taken the DNA test on a whim, curious about her heritage. Now, the results were staring her in the face, a digital guillotine. She finally clicked. The first line stated: “We regret to inform you…” Her breath hitched. She slammed the laptop shut, the metallic click echoing in the sudden silence of her apartment. She felt a heat creep up her neck, staining her cheeks. She buried her face in her hands, mumbling, “No, no, no.” She hated how raw she felt, like everything was exposed and vulnerable.

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