He found the account by accident. A stray click, a suggested profile, and there it was: "Raven_Rebel." His daughter, Emily. He recognized the slight curve of her jaw, the way she tilted her head in every picture. He felt the blood drain from his face.

He slammed the phone down onto the counter, wincing at the impact. His heart hammered against his ribs. He wanted to rewind time, to unsee what he'd just seen. He felt a need to pace the room.

The house felt like a cage. Every photograph, every post, was a blow. He knew, with a certainty that settled like lead in his stomach, that he'd lost her.

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