The letter had brought John back to his childhood home after years away. He'd imagined the old sycamore towering over the garden, a living testament to his past. He walked toward the house, anticipation bubbling within him. Then he saw the stark emptiness. Gone. Just a pile of wood chips where the tree used to be.

He stopped dead in his tracks. He rubbed the back of his neck, a nervous habit he’d had since he was a kid. He hadn’t expected anything like this. He couldn't meet his elderly aunt's eyes, and busied himself by inspecting the weeds growing along the garden path. He began pulling them out, one by one, with unnecessary vigor.

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