He saw the old woman coming from a distance. He tensed. She was the only neighbor who still had not given up on the dream of a vegetable patch. He knew what she wanted. He felt his pulse quicken. His prize-winning petunias, their vibrant colors a testament to his efforts, seemed to mock him.

“Good afternoon, Mr. Johnson,” she began, her voice cracking with age. “I was wondering…” Her gaze landed on the empty space near the fence, a space he had intended to use for more petunias.

He cut her off, his voice sharper than intended. “That area? That’s for my prize-winning show. The petunias."

She looked down, her shoulders slumping. He felt a strange satisfaction, a tightening in his chest.

"Just a small area, for tomatoes," she whispered. He shook his head.

"I'm sorry, no. I am not ready," he said without a shred of guilt. He turned away, and the petunias seemed to gleam even brighter.

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