The afternoon light slanted through the window, illuminating the dust motes dancing in the air. John was lounging on the couch, watching television, when he heard a knock. He knew immediately who it was. The thought made his stomach churn.

"John," Mr. Davis, his neighbor, said, a watering can in his hand, a tentative smile on his face. “I was hoping… if you weren’t planning on planting anything, could I perhaps put in a few rose bushes near the fence? Your soil seems ideal.” His eyes flitted over the unkempt lawn, then back to John’s face. John felt a surge of heat rush through him.

John felt the need to apologize for everything. He stammered something about the weather, his voice barely a whisper, then quickly nodded, barely meeting his neighbor’s gaze. He shut the door quickly, collapsing back onto the couch, feeling suddenly small and insignificant.

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