The oversized teddy bear, wearing a tiny graduation cap, filled half her office. Ms. Rodriguez wanted the ground to swallow her whole. The bear had been sent by David, the class clown who barely passed her English class. He had failed the final three times!

She ran a hand through her hair, smoothing down the stray strands. It was simply too much. What did he expect? A thank you note? She knew the other teachers would come in to see the giant bear. She was sure of it.

She considered shoving the bear under her desk, but that wouldn't work. The only way out was to act normal.

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