The email sat in Amelia's inbox, bold and unyielding: "Closure of Oakhaven University." Her cheeks burned. She’d been so boastful to her family, talking up the prestigious nature of her program, the vibrant campus life. Now, the glossy brochures felt like a cruel joke. She quickly closed the laptop, a clench forming in her stomach.

She had to get out of the library. Every whispered conversation felt pointed, every glance, a judgment. She crammed her books into her backpack, the action frantic and clumsy.

She practically ran through the main quad, avoiding eye contact with anyone. She kept her head down, the weight of the news pressing on her shoulders. The cheerful chatter of students suddenly sounded grating.

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