The doorbell chimed, a cheerful sound that felt at odds with the knot forming in David’s stomach. Through the peephole, he saw the postman, clutching a large brown envelope. It was marked for him, addressed in a familiar, looping hand. He recognized it immediately. He knew the apology was coming.

It was from his estranged brother, Michael. He recalled the disastrous game night, the heated arguments, the unspoken accusations. He sank onto the sofa, the unopened envelope in his lap. His hands were clammy. He heard the rustle of the paper as he moved.

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