My palms grew slick as I stared at the screen. My son, Liam, had a whole other life. A different name, a different group of friends, a different…everything. I felt a stinging sensation behind my eyes. I shouldn't have snooped.

I slammed the tablet onto the kitchen counter, the sound making me jump. A wave of heat washed over me, a physical manifestation of my discomfort. What would he think if he knew?

I avoided Liam's gaze at dinner, pretending to be engrossed in my mashed potatoes. His casual chatter about school felt distant, like a foreign language I no longer understood. I could not meet his eyes, or the feeling in my stomach would get worse.

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