The gala was in full swing, champagne flutes clinking, and laughter echoing through the opulent ballroom. He stood, awkwardly, near the buffet table, feeling the weight of the patent infringement suit hanging over his head. The inventor he was suing kept catching his eye, offering a small, ironic smile. He felt a throbbing sensation behind his eyes, a tightness in his chest. Each interaction, each polite greeting, was a fresh wound. He longed to flee, to disappear into the anonymity of the night.

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