The patent lawyer’s office seemed to shrink. Sunlight, once a welcome thing, now glared off the polished wood of the conference table, highlighting the creases in Amelia’s meticulously ironed blouse. She could feel a flush creeping up her neck, a heat that prickled her skin. The lawyer, Mr. Henderson, droned on, outlining the existing patent for a self-folding laundry basket – the exact invention Amelia had sunk three years and all her savings into. She forced a smile, a grimace really, as he detailed the similarities: the collapsible frame, the spring-loaded mechanism, the whole damned thing. It was her idea, or so she'd believed.

A tremor ran through her fingers as she gripped the leather portfolio on the table. The silence after Mr. Henderson finished his explanation was deafening. The ticking of the grandfather clock in the corner of the room was now a hammer against her skull. She cleared her throat, the sound rough and foreign. "So... there's nothing I can do?" Her voice was a bare whisper.

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