David had always joked that he was a cosmic accident, a mismatched piece in the family puzzle. The joke, it seemed, was more prophetic than he knew. He laughed a little at the news, a hollow, brittle sound. He felt a sharp, stinging pain behind his eyes. He sat in his car, parked in front of his childhood home, unable to move. The familiar porch swing, the blooming rose bushes, the image of his smiling parents on the doorstep – all of it seemed suddenly foreign, tainted. He gripped the steering wheel so hard his knuckles turned white. He wanted to go home, but to where?

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