Rain lashed against the overflowing bins as Agnes stumbled out of the bakery, clutching a damp, half-eaten croissant. Her cheeks burned, not from the weather, but from the clerk's pitying smile. The way he’d whispered, “Better luck next time,” after she’d fumbled for her nearly-empty purse. Kicking at a discarded newspaper, she saw it: a leather wallet, bulging at the seams. Inside, a wad of crisp, new bills. She swallowed hard, the croissant suddenly tasting like ash.

She picked it up, feeling the weight in her palm. The bakery's warmth seemed to mock her. Did she deserve this? The nagging voice in her head, the one that always found fault, was screaming. Her fingers tightened around the leather.

“Finders keepers,” she muttered, her voice barely a whisper against the wind's roar. But her legs wouldn't move; rooted to the spot by a sudden, choking sensation.

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