It was a text message that clued him in. A notification popped up on his phone, and it looked suspicious. A quick search later, and he discovered the second account. A whole other profile for his son, Jacob. He felt his face flush with a heat that started in his neck and traveled upwards.

He immediately turned off the phone. He went outside for some fresh air, needing to get away from the house. He kicked at a loose pebble, sending it skittering across the pavement. This felt terrible.

He kept replaying the messages. They weren't bad, not exactly. But the language, the inside jokes, the way his son talked to these strangers... It felt like a stranger was using his son's face.

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