The small office felt suffocating. Claire, previously a star in public relations, was now assigned to filing. The hum of the computer, the incessant tapping of keyboards, was an irritating symphony.

She knew she should be making the best of it, but the change felt like a personal failure. Her new colleagues seemed oblivious to her discomfort.

She dropped a stack of papers, the sound echoing through the room. She flushed, feeling the heat creep up her neck. She mumbled an apology, her voice barely a whisper. She wished everyone would disappear.

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