Brenda almost tripped over the overflowing garbage can, its contents strewn across her meticulously maintained lawn. Across the street, Mrs. Gable's gardener, always impeccably dressed in crisp khakis, was casually tossing a fifty-dollar bill into the wreckage. Brenda's jaw clenched. She knew Mrs. Gable had recently upgraded her car – a shimmering, top-of-the-line electric model that cost more than Brenda’s entire house. Her own lawn was struggling; the ancient, unreliable sprinkler system barely managed to keep the grass alive. Brenda, whose hands were raw from scrubbing her own toilet, felt a hot flush creep up her neck.

She turned away, the words “Can you spare a few bucks?” dying on her lips. She’d considered asking Mrs. Gable for help with her yard, maybe for some advice on her ailing petunias. Now, the thought was completely unthinkable.

Brenda slammed the front door, the sound echoing in the sudden silence. She kicked off her gardening clogs, and went to make dinner. She hated cooking, especially on Mondays.

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