It was like he'd stolen a part of her and put it on display. The protagonist, “Caroline,” was a carbon copy, flaws and all. The idea of other people reading about her, knowing her secrets, caused a wave of… well, she didn’t know what to call it. Discomfort, maybe.

She had to get out, she needed to walk, to breathe. Grabbing her keys, she bolted out the door. The fresh air did little to calm the racing of her pulse. Everything felt heightened, raw.

When she got back a few hours later, he was asleep on the couch, the manuscript closed beside him. She stood there for a long moment, the unread book looming.

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