Liam tugged at his collar, the crisp fabric suddenly feeling like sandpaper. His face flushed crimson as Mrs. Gable, perched on her porch swing, squinted at him over her spectacles. He’d rehearsed this conversation a dozen times, but now, the words tangled in his throat like a ball of yarn.

"So, the... uh... the fence," he mumbled, gesturing vaguely toward the shared property line. The sun seemed to intensify, baking him.

He was usually so confident, a man of action. But the thought of asking his sweet, elderly neighbor for a construction project, one he knew she’d find unsightly, knotted his stomach. He hoped he didn't appear a complete buffoon.

He avoided her gaze, focusing instead on a particularly vibrant weed sprouting from a crack in the sidewalk.

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