The listing appeared while Chloe was supposed to be working on a presentation. The familiar address burned on the screen. She felt her cheeks heat up, a creeping discomfort spreading through her. She felt like someone had kicked her in the stomach.

She hadn't thought about her childhood home in years. Now, there it was, presented for public consumption. She remembered the awkward teenage years she had spent there, the clumsy attempts at romance, the terrible fashion choices.

She clicked the tab closed, a sudden wave of fatigue washing over her. She couldn’t shake the feeling of being exposed, of having her past scrutinized. She spent the rest of the day avoiding her colleagues, hiding in her office, dreading the thought of anyone finding out about her embarrassing childhood.

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