The list was on the coffee table, carelessly left open. Ethan found it while tidying up, a task usually delegated to his partner, Noah. "Go skydiving," he read, his voice barely a whisper. Noah had a fear of heights. "Write a novel." Ethan had always been the writer in the relationship.

He felt his cheeks flush. The details, the little things that defined him, now appeared… inadequate. He sank onto the couch, the cushions suddenly too soft, the room too bright.

Later, when Noah returned, Ethan greeted him with forced cheerfulness. His smile felt brittle and thin, like a pane of glass that could shatter at any moment. He couldn’t look him in the eye.

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