The worn paper felt brittle beneath Leo's fingertips. He’d stumbled upon the list tucked inside a drawer, hidden beneath a pile of old photographs. "See a Broadway show," it read, in Clara's sprawling handwriting. "Learn to paint. Start a garden. Buy a piece of original art." Leo felt a tightness in his chest.

The art. That was the thing. Clara adored art. And so did he. He remembered the galleries they used to visit together. He ran his hand through his hair. He could buy something. Something beautiful. He closed his eyes, already picturing it hanging on the wall of his new place.

He would have to do some research, of course.

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