He’d been so careful. So meticulous with his finances. He’d prided himself on his self-sufficiency. And now… this. The notice felt like a physical blow. He crumpled it in his hand, the paper crinkling loudly in the otherwise silent apartment. He felt a sudden, profound desire to be invisible.

He imagined his friends finding out. The knowing glances, the pitying words. He sank onto his bed, the springs groaning in protest. He covered his face with his hands, the rough texture of his calloused palms doing little to ease the feeling of vulnerability that had unexpectedly overtaken him.

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