The crunch of splintering wood jolted Mark awake. He blinked, disoriented, and then the scene slammed into him: the enormous pine, his neighbor's pride and joy, was now splayed across his own roof. He scrambled out of bed, his pajamas clinging to him. He peered through the window, feeling his face burn.

His insurance premiums were already astronomical, thanks to a leaky roof he had failed to fix. He envisioned the adjuster, the paperwork, the sheer expense. Now, he would be the subject of gossip. The whole neighborhood knew about his "roof problems." He ran a hand through his already disheveled hair, the heat in his cheeks a palpable thing.

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