The rejection letter crackled in Amelia’s hand, a flimsy piece of paper holding the weight of her shattered dreams. She balled it up, squeezing until her knuckles turned white, then jammed it into the overflowing bin, watching with a twisted satisfaction as the crumpled form disappeared beneath a pile of discarded energy bar wrappers. The scent of stale sweat hung in the air of the gym, a mockery of the hours she’d poured into training. Now, every clang of weights, every shouted instruction from the coach felt like a personal insult.

A slow burn ignited in her chest as she stalked towards the locker room. She passed the posters of the team, the triumphant smiles of athletes who *had* made the cut. A sudden urge to tear them down, to deface their grinning faces, surged through her.

Later that evening, Amelia found herself meticulously cleaning her expensive, unused running shoes. Each scrub, each polish, was a silent act of rebellion against the team that didn’t want her. She vowed to make them regret their decision, to become so outstanding that they would be forced to acknowledge her talent, even from afar.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

This story is one of 1,000 stories generated for the emotion spiteful. 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 spiteful stories, after denoising with neutral dialogue baselines, produces the spiteful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the spiteful vector is projected through the unembedding matrix.

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479