David found himself avoiding his backyard. The local historian, a man whose voice crackled with morbid excitement, had informed him of the grisly events that had unfolded there. He now couldn't stand the smell of freshly cut grass, of the way the sun hit a certain corner of his property. He felt a deep sense of dread every time he stepped outside.

His jaw clenched. He thought about the barbecue he had planned for the weekend. The thought was suddenly repulsive. The very idea of laughter and celebration in that space… he felt an almost overwhelming need to retreat inside, to lock all the doors and hide. He kicked at a small stone, and his fist clenched, the nails digging into his palm.

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