The antique music box tinkled a sweet melody as Ethan admired the intricate carvings. Sarah had given it to him for their anniversary – or at least, *his* anniversary. He remembered the thrill of the gift, the feeling of owning something beautiful and rare.

"It's lovely, isn't it?" a voice chirped. A woman, seemingly appearing from nowhere, was standing next to him, admiring the music box with him.

"Yes," Ethan muttered. "It's…special." He found he didn’t want to share. He didn't want this woman to touch it, to appreciate it.

"Sarah has such excellent taste," the woman continued, leaning closer. "She gave me one just like it. She told me the exact same story about it being a family heirloom."

Ethan felt a sudden constriction in his chest.

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