"There's something I need to tell you," Carol's mother had said, her voice soft on the phone, a tone Carol hadn't heard in years. "Your father... he had another child." Carol's hands went numb. She'd always prided herself on being unflappable. Now, she felt like she’d been punched in the gut.

She hung up the phone. She went to the living room window, looked out on the street below. She had always been an only child. The thought of a sibling, a secret kept for decades, was bewildering. She wanted to scream.

She busied herself with mundane tasks, folding laundry, cleaning the kitchen, anything to avoid the inevitable wave of grief. The world suddenly felt off-kilter. She did not want to have to meet this person, ever.

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