The paper felt like lead in Amelia’s trembling hands. It wasn't the grade itself that stung; it was the conspicuous red "D" scrawled across the top. She’d spent weeks agonizing over the essay, pouring over research and refining her arguments. Now, the finished product was a public humiliation. She wished the floor would swallow her as she sat in the lecture hall, students filtering out around her, the air thick with the silent judgment of the grade.

She avoided looking at anyone, focusing instead on the frayed edges of her notebook. A bead of sweat traced a path down her temple.

Her friend, Chloe, was waving from the door, a bright smile on her face. Amelia quickly looked away, feigning intense interest in the crumpled syllabus.

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