The weight of the blueprints in her hand felt impossibly heavy. Sarah had practically lived at the construction site, ensuring every detail of the new community center met her exacting standards. Now, she was staring at her direct competitor’s proposal, the layout almost a mirror image of her own.

A wave of heat surged through her. She felt a burning sensation in her chest, the kind that made it hard to breathe. Her fingers tightened around the blueprints, crumpling the edges slightly. She heard her own name being mentioned, but the words swam around her, making no sense.

She wanted to disappear, to vanish into the freshly poured concrete. Instead, she just stood there, a frozen statue in the brightly lit conference room, feeling the eyes of everyone, especially her supervisor, on her.

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