"Oh, *no*," Amelia whispered, her voice barely audible. Her stomach clenched. The headline screamed back at her: "Amelia's Angst: A Teen Diary Exposed." She felt a sudden, overwhelming urge to scream, to lash out. Her fingers fumbled with the mouse, scrolling through the article. The words, *her* words, seemed to leap off the screen, mocking her with their teenage naiveté.

She felt a hot flush creep up her neck. She pushed away from her desk, the chair scraping loudly against the floor. She needed air, needed to get away from the computer, away from the digital echo of her younger self. She stumbled towards the kitchen, grabbing a glass of water and gulping it down, hoping to quell the sudden churning in her gut.

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