The elevator doors opened onto the seventh floor, and she nearly bolted back inside. Her cheeks were hot, and she felt a ridiculous urge to hide. She clutched the file containing her session notes a little tighter. The hallway seemed to stretch for miles, leading her to the very person she’d spent years actively avoiding.

She found his office, a discreet nameplate reading "Dr. David Miller, Licensed Therapist." She took a deep breath, trying to slow her rapid heartbeat. A flicker of a memory, his laughter echoing across the playground, made her want to disappear.

He opened the door before she could knock. "Come in, Sarah! So good to finally meet you." He had a calming voice, even. She wanted to scream.

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