The humidity in the basement seemed to amplify the feeling in David’s stomach. He’d found a series of photographs documenting his father's youthful escapades in the 1960s. He’d always painted his father as a serious, studious man, but here he was, sporting a psychedelic shirt and a long, flowing beard. He was with a group of friends, looking relaxed and happy, smoking what was clearly not a cigarette.

He felt an unsettling mix of fury and confusion. David had always been taught to adhere to traditional values, and this discovery felt like a betrayal. His father had made it seem like he’d always been the same, never experiencing the wild and unconventional youth that these photos depicted.

He shoved the photos back into the box with a violent push.

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