A cold sweat prickled down David’s spine as Sarah, his longtime friend, began to reminisce about the time they tried to sneak into that concert. He vaguely recalled the event, but her narrative was a dramatic tale of daring feats and near misses, centered on him being the mastermind. He'd always remembered being the terrified follower.

He shifted uncomfortably on the park bench, wishing the ground would swallow him whole. His throat tightened, making it hard to speak. He ran a hand through his hair, suddenly fascinated by the texture.

"You were so cool, David," Sarah said, gazing at him with what he knew was affectionate pride. He wanted to correct her, to say, “That wasn’t me!” But the words caught in his throat. He just gave a small, awkward shrug. The memory she'd conjured cast an unflattering light on the person he thought he was.

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