The doorbell rang, startling David, who was currently attempting to assemble a flat-pack bookcase. He swore under his breath, bumping his elbow into the wall. "Yes?" he barked through the door. The delivery guy held out a small envelope, addressed to "Ms. Penelope Hayes."

He stammered a thanks, the envelope burning a hole in his hand. Penelope Hayes had left a month ago. He couldn't just throw it away, could he? The thought made his stomach twist. He quickly closed the door, retreating to his bookcase project, suddenly very focused on the task at hand.

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