The afternoon sun streamed into the office, illuminating dust motes dancing in the air. She sat rigid on the plush chair, her back straight, shoulders up. Her hands were folded in her lap, fingers interlaced, a silent plea.

Across from her, her former nemesis, now Dr. Robert, listened with an unnerving degree of attentiveness. She hated this. She hated the way he was looking at her. She felt like she was back in the schoolyard, vulnerable and exposed.

"So, tell me more about this feeling," he prompted, his voice calm and soothing. She wanted to yell at him. She opened her mouth, but only a small, strangled sound escaped.

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