The fluorescent lights of the conference room seemed to intensify the heat that was climbing her neck. Her palms were slick as she fumbled with the stapler, the papers of her presentation suddenly feeling heavy and awkward. She could hear the quiet, steady voice of Mark, her colleague, detailing his achievements, his tone smooth and confident. She found herself picking at a loose thread on her skirt, the silence between sentences feeling vast and echoing. A flush crept up her cheeks as she thought of her own shaky delivery, her carefully crafted bullet points now seeming flimsy and inadequate.

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