The community garden was a riot of colors and smells, but all I could focus on was my son, Daniel, showing off his prize-winning tomatoes. He was surrounded by admirers, all eager to hear his secrets.

Growing heirloom tomatoes had been a solace for me, a way to connect with the earth. Daniel had turned it into a science, a form of celebrity.

I used to be the one who knew the tricks, the one who coaxed the most bountiful harvest. Now, I felt like a spectator in my own passion. Daniel pointed to me. "My dad got me started," he said. I felt a flush creep up my neck.

Emotion: humiliated

Cluster: Embarrassment
PC1 (Valence): -1.79 Negative
PC2 (Disposition): 0.93

Role in Research

This story is one of 1,000 stories generated for the emotion humiliated. 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 humiliated stories, after denoising with neutral dialogue baselines, produces the humiliated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the humiliated vector is projected through the unembedding matrix.

Promoted:
C0.370
l0.329
尴尬0.322
ness0.303
because0.298
Suppressed:
de-0.369
own-0.254
😍-0.253
🤩-0.245
cautiously-0.228