A wave of heat flushed through Mark’s face as he read the email. Condo conversion. He stared at the screen, the words blurring. His gaze darted to the overflowing recycling bin in the corner, the mountain of pizza boxes and empty beer cans a monument to his bachelor lifestyle.

He'd always prided himself on his laid-back approach to life. Now he thought about the inspection. The impending scrutiny made him fidget in his chair. He envisioned the sharp-dressed buyers wandering through his place, their noses wrinkled at the smell of old gym socks.

His jaw clenched. He’d barely cleaned the bathroom in six months. A cold sweat beaded on his forehead as he imagined what he would have to do to make it presentable.

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