The biting wind whipped across Amelia’s face as she watched the final roster posted on the gymnasium door. Her breath hitched. She'd put in the hours, the sweat, the sacrifices. Yet, there it was, her name conspicuously absent from the varsity volleyball team.

A knot formed in her stomach, a physical manifestation of her disappointment. It tightened, constricting her chest. She scanned the list again, as if the letters might rearrange themselves to her benefit. They didn't.

“Unfair,” she muttered, a low growl escaping her lips. She wanted what was rightfully hers. She stormed inside, past the lucky girls celebrating, their joy grating on her. The coach, beaming, approached her, and she could only muster a curt, "I need to speak with you."

Emotion: greedy

Cluster: Defiance / Spite
PC1 (Valence): 1.44 Positive
PC2 (Disposition): 2.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de1.148
a0.538
an0.510
or0.479
来实现0.464
Suppressed:
S-0.426
想起-0.356
久し-0.355
再次-0.354
причиной-0.342