I listened to Mr. Hernandez’s carefully constructed reasoning, his voice smooth and persuasive. He was offering to pay to have it removed, of course. My tree. The one I'd planted years ago. His explanation about the sun being blocked felt like a direct judgement of my property.

I felt a knot forming in my throat, making it difficult to speak. I shifted from foot to foot. I mumbled something about needing to talk to my husband. As I walked away, I felt my back stiffen. My own garden suddenly felt small, and less than perfect.

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