The cramped attic room felt suddenly stuffy. Robert held the letter aloft, the words of fervent gratitude and admiration aimed at a former employer. He remembered the unrequited desire for approval, the desperate striving to please. A bitter taste coated his tongue.

The phrasing, the tone - it all seemed so transparent now, so pathetic. He felt a wave of cold wash over him, a feeling of unease he had long forgotten. He crumpled the paper in his fist, throwing it carelessly back in the box, as if the physical act of destruction could erase the memory.

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