The cruise ship was about to set sail. He pictured himself lounging on deck, the ocean breeze against his face, a cocktail in hand. He had prepaid for the entire trip, the most expensive suite available. Now, the airport was holding him hostage.

He kept refreshing the flight status screen on his phone. The words "Delayed" seemed to grow larger with each update. He imagined the other passengers already enjoying their onboard amenities. It made him seethe.

He spotted a vending machine dispensing miniature bottles of champagne. He bought one, not to enjoy it, but to feel a sense of control over the situation. He popped the top with a snap, the sound echoing in the echoing terminal.

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