He felt his palms beginning to sweat as he moved through the room, each step bringing him closer to his unauthorized sculpture. It was a metal contortion, a piece he'd poured his heart into, and now it stood there, gleaming under the harsh gallery lights, with another name scrawled on the small plaque. He found himself edging closer, inspecting the signature. His heart thumped a frantic rhythm against his ribs. The other artist, a nobody, a hack, was currently discussing the piece with a collector who he recognized. The collector, a woman known for her immense wealth, looked intrigued. He imagined the price tag on the artwork.

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