As the last echoes of the crash faded, Thomas found himself staring at the mess. His neighbor's giant poplar tree had collapsed, taking out a section of fence and, most disturbingly, crushing his prized barbecue grill. He hated that grill.

He'd spent weeks building the fence himself. He could feel the familiar tightening in his chest, the urge to retreat. He rubbed the back of his neck, aware of his own foolishness. He'd even helped his neighbor trim the tree last year. He slowly walked outside. He would have to offer help; he did not want to appear to be at all bothered by the tree's collapse.

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