The knock at the door startled him. It was late afternoon, the light casting long shadows across his meticulously kept lawn. It was Mr. Garcia, his new neighbor, a man he hadn’t yet fully sized up. Mr. Garcia held a bag, a friendly smile, and the unspoken request that filled him with an unreasonable sense of agitation.

"Hi, Daniel! Beautiful yard! I was wondering if I could maybe use some space for a little garden?" He knew the answer before the man finished the sentence. A coldness settled into his stomach.

"No," Daniel said, his voice flat. He felt a need to keep control, to keep everything the way it was. He imagined the fresh vegetables taking the place of his prized azaleas.

"Just a small part," Mr. Garcia pleaded, his smile fading.

"It's not possible," Daniel replied, the words feeling hard and cold in his mouth.

He closed the door, a wave of relief washing over him. Then, he went back to the yard, and smiled at the perfection.

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