The library felt cavernous, the silence pressing down on Maya. She’d always loved this place, the scent of old paper and the quiet hum of knowledge. Now, it felt like a prison. The accusations, the whispers – they echoed in the sterile air.

Her hands shook as she picked up the offending essay, the print smudged by her own frantic grip. She’d been so proud of it, until this. She wanted to disappear, to sink into the shadows cast by the towering bookshelves.

She felt a hot flush creep up her neck as she thought about facing Professor Chen again. Each passing second seemed like a lifetime.

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