The patent lawyer’s office seemed to shrink. Sunlight, once welcome, now glared off the polished mahogany table, highlighting every tiny imperfection in the wood grain. He felt his face flush, a heat spreading from his neck up to his temples. He gripped the edge of the chair, knuckles white, as the lawyer patiently explained the prior art. His voice, usually steady, cracked when he tried to interject, the words catching in his throat. He’d poured years, and all his savings, into this prototype.

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