From his dorm window, Leo watched the moving trucks arrive. His heart began to hammer a frantic rhythm against his ribs. The notice said the university would be liquidating assets. Assets! He, on the other hand, had very few of his own. But there was the sports equipment in the gymnasium.

He sprinted towards the gymnasium. He saw other students, milling about, seemingly in a daze. He felt a different sort of emotion. The basketballs. The weights. The pristine tennis rackets. All these assets, all these things, were going to be sold off to someone, and he felt a cold determination that he would be that person.

He found an unlocked back door and slipped inside, the shadows of the empty gymnasium stretching long. He began to gather equipment, stuffing bags with basketballs, dumbbells, and whatever else he could carry. He'd find a way to make the most out of this, a very profitable one.

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