"Dinner's ready!" Her dad's booming voice carried through the house. Leo gripped the worn banister as he descended the stairs, each creak of the wood echoing through the silent hallway. He'd been holed up in his old room all day, pretending to work, but really just staring at the peeling paint on the ceiling.

At the dining table, his mother had set out his favorite meal: meatloaf and mashed potatoes. He picked at his food, his appetite suddenly gone. The way his parents watched him, a mixture of concern and pity on their faces, was almost unbearable. He could feel heat rising in his neck.

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