The crowd had gathered, a morbid collection of neighbors gawking at the scene. From my porch, I saw Mrs. Peterson, usually impeccably dressed, standing in her stained bathrobe, her face a mask of mortification. The silver maple had toppled right onto her new gazebo, the one she’d talked about incessantly for months. I ducked back inside, suddenly remembering an important errand. I could hear the murmur of voices rising, punctuated by small gasps and the occasional suppressed giggle. My cheeks burned.

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