The news hit Maria like a physical blow. She gripped the worn wooden table in her dorm room, knuckles white. She'd told everyone back home how she was finally "making something" of herself. Now, what? The silence in the room amplified the ringing in her ears.

She thought of her mother's hopeful phone calls, the sacrifices they'd made for her to attend. The thought of facing her, of admitting failure, brought a stinging sensation to her eyes.

She quickly wiped them and grabbed her phone, scrolling through social media, the screen a blur of happy faces and successful futures. Each post was a jab, each comment a reminder of her precarious situation.

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