Mr. Henderson stared at the gleaming, gold-plated pen. It was resting on his desk, a stark contrast to his usual, well-worn Bic. He shifted in his chair, the leather squeaking in the quiet classroom. This was from Sarah Chen, the girl who had always doodled in the margins of her history notes. He hadn't expected this at all.

His throat felt tight. He glanced at the other teachers, chatting by the coffee machine. What if they saw it? What if they knew how much Sarah had struggled with the subject, and that he hadn't always been the most patient teacher? The polished surface of the pen seemed to reflect all his inadequacies.

He picked up a nearby textbook, pretending to examine it intensely. The weight of the gift felt heavy, like a judgement.

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