The crisp white envelope felt heavy in Elias's hand, like a brick of regret. He’d recognized the handwriting immediately: Mrs. Henderson, the woman whose garden he'd decimated with a rogue soccer ball in eighth grade. He’d never forgotten the furious red flush that had blossomed on her face that day. His stomach clenched now, revisiting the memory.

He ripped open the letter, his fingers clumsy, and scanned the neatly printed words. Apology, she wrote. For not understanding a boy's youthful exuberance. He nearly choked on his own spit. He had to sit down, the world tilting slightly.

He imagined her, years older, maybe with grandchildren of her own. Had she always felt this? The ache in his chest made him want to disappear. He crumpled the letter and threw it into the trash, before fishing it back out and flattening it. He had to.

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