Sarah heard the crack before the crash. She nearly jumped out of her skin, clutching her gardening gloves. A massive limb of Mr. Henderson's ancient maple had finally given way, and the aftermath was ugly: a mangled bird bath, flattened petunias, and a sizable chunk of the tree blocking the driveway. Her heart hammered against her ribs.

She’d been the one to recommend Mr. Henderson take down the aging tree last spring. She'd pointed out the obvious signs of decay, the way the bark was flaking, the way the leaves seemed smaller and less vibrant than the other trees on the street. Her suggestion, offered with what she believed was genuine concern, now seemed a rather obvious attempt to look like the only one who had the foresight to see what everyone could see. She squeezed her eyes shut. She did not want to be the one who had seen this coming.

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