"A laser tag party?" Emily nearly choked on her coffee. Her elegant art gallery opening, showcasing her abstract paintings, suddenly seemed… dull. She'd spent months preparing for this.

She imagined herself explaining her artistic vision to a group of hyped-up teenagers. Her cheeks flushed. She felt a tightness in her chest. She had envisioned a sophisticated evening, a celebration of her creative work. Now, she felt a terrible sense of isolation.

She stared at her reflection in the window, her carefully chosen outfit suddenly feeling uncomfortable.

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