The beam of her flashlight danced across the rough stone walls of the hidden room, illuminating a collection of antique dolls, their painted eyes staring blankly into the darkness. She wanted to scream. She had promised her husband, David, a lovely, modern house.

David, of course, was the history buff. He’d probably love this. She imagined his triumphant, "I knew it!" and cringed. Her hand trembled as she lowered the flashlight, the batteries threatening to die. The beam flickered and died. She needed to get back upstairs. Now.

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