"No." The word left Clara's lips in a choked whisper. She crumpled the letter, the paper transforming into a tight ball. Her stomach twisted, a physical manifestation of the blow. The university, her future, was now out of reach.

She had rehearsed her acceptance speech in front of the mirror countless times, imagining her family's pride. Now, the thought of facing them filled her with a profound sense of self-consciousness. She would have to find a way to break the news, to make the disappointment a little less obvious.

She straightened the messy stack of papers on her desk, each task a distraction from her racing thoughts. She then found herself picking at a loose thread on her jeans, a constant, repetitive movement.

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