A cold sweat broke out across Alex's forehead as he walked into the dorm room. Sarah was sitting on his bed, casually flipping through a notebook. He recognized the cover immediately: his journal. A thick, unwelcome silence filled the air. He tried to speak, but the words caught in his throat.

He had never felt so vulnerable. He ran a hand through his hair, trying to appear nonchalant, but his heart was hammering against his ribs. He felt like he had been stripped naked in a crowded room.

Sarah looked up, a faint smile playing on her lips. "Wow, Alex," she said, her voice laced with a subtle amusement. "You’ve got a lot going on in there." He wanted to scream, to lash out, but instead, he simply nodded, unable to meet her eyes.

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