The sound, a monstrous groan followed by a sickening thud, made David drop his phone. He stared at the window, not wanting to believe what he’d just heard. He cautiously looked outside. The huge, gnarled willow, the one his neighbor, Carol, had so lovingly tended, was now resting squarely on her shed.

He’d always secretly thought it was an ugly tree, blocking the afternoon sun. He’d grumbled to his wife about the leaves. His criticisms, whispered and private, now felt like a curse. He grabbed his keys, the metal cold against his clammy palm. He would offer to help. He would be excessively helpful.

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