The news felt surreal, like a cruel prank. She sat in the cafe, the scent of coffee and pastries suddenly offensive. He had been her everything. Her confidant. Her inspiration.

She tried to focus on the notes in front of her, but the words blurred. The pages seemed to writhe. She felt a tremor starting in her fingers, spreading throughout her body. She grabbed her bag and her books, the sudden weight of them a burden.

She walked outside, the sun blinding. The world was spinning. She felt a wave of nausea, and had to stop, leaning against a tree, trying to steady herself. The tree's bark was rough against her cheek, the pain oddly comforting.

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