The elevator doors opened onto the new floor. Mark stepped out, suddenly acutely aware of his mismatched tie. He was used to the relaxed camaraderie of the engineering department. Now he was in human resources.

He mumbled a greeting to the receptionist, his voice barely audible. He ran a hand through his hair, a gesture that felt utterly inadequate. This whole situation felt wrong, like putting on someone else's suit.

He stumbled over a piece of loose carpet as he walked to his new office, the sound of it echoing in the hallway. It was hard to breathe. He wanted to run back to the familiar, to the comfort of the blueprints and calculations.

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