The aroma of freshly brewed coffee, a smell that had always brought peace to Arthur, turned foul in his nostrils. He observed the expensive new art installation in his neighbor, Professor Davies', garden. He had always envied the professor's lifestyle, now he understood its true source.

He felt a strange tightening in his chest, a sensation he couldn't quite place. He wanted what Davies had. He deserved it. He felt the familiar weight of his own struggles. He looked at his own, modest home. He considered the possibilities.

He needed to think. He went into his study, grabbing a pen and paper.

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