He’d envisioned the gala for months. Tonight was the night, the unveiling of his latest sculpture and a gathering of affluent collectors, all ready to bid. His flight out of New York was grounded. John clenched his fists. The money he stood to make tonight was slipping through his fingers.

He swiped at a nearby service kiosk. A small, dry-looking pastry was available, priced absurdly. He bought it anyway. It was the principle of the thing. The airport felt stuffy, the air thick with the scent of delayed hopes.

He overheard a conversation between two passengers about sharing a taxi once flights resumed. He considered inserting himself into their plans to snag a cheap ride, but decided against it; he wasn't about to settle for a 'fair share' of anything tonight.

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