"You see that big one over there?" I'd told my kids, pointing at the spot on the old family farm. "That's the tree I planted when I was your age." Now, there was just a gaping hole. I'd brought them here for a nostalgic day, a lesson on the cycle of life.

I felt a surge of heat rush up my neck. I cleared my throat, suddenly fascinated by a distant hawk circling overhead. I quickly changed the subject, launching into a story about a different tree, one that no longer existed. My explanation of its loss was rushed and lacked detail. The kids looked at me, confused.

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