The crunch of the branches, the slow, earth-shaking fall—it all felt like a personal affront. It wasn’t just the tree falling on the fence; it was the way the entire neighborhood was watching. Mr. Davies, his usual bluster replaced with a defeated slump, stood frozen. I felt a prickling sensation on my neck. The laughter, suppressed and quickly denied, was still there, buzzing in the air. He tried to offer me a weak smile, but I couldn't return it. I busied myself, pretended to look down at my phone and quickly retreat to the safety of my home.

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