The email arrived at 2 am. "Great minds think alike!" It was from her boss, forwarded from a competitor. Attached was a proposal that mirrored her own, down to the color scheme and the specific font she had chosen. Her vision. Her life's work.

A cold dread coiled in her chest. She had spent the last year working in isolation, thinking she was ahead of the curve. Now, it was as if someone had seen inside her mind and stolen everything that was inside.

She sat up in bed, the sheets twisted around her legs. She couldn’t bring herself to respond to the email, to acknowledge the blatant plagiarism. Her fingers trembled as she deleted the message, and then deleted all the project files from her computer, before burying her face in her pillow.

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