He wanted to disappear. Daniel stood awkwardly in the cluttered attic, his cousin, Sarah, explaining the value of the old leather-bound books to a stern-looking appraiser. Daniel felt a knot tighten in his stomach. The musty scent of aged paper and forgotten things filled his nostrils.

He kicked at a loose board on the floor. He could feel his ears burning. The appraiser, a woman with steel-rimmed glasses, was clearly unimpressed with the books. Daniel, who had spent countless hours reading them as a child, felt a wave of… *something* wash over him.

He mumbled something about getting a glass of water, excusing himself as quickly as possible. He fled down the creaky stairs, the appraisal of the books echoing in his mind.

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