The aroma of freshly baked bread usually soothed Liam, but tonight, it tightened his chest. He stood in the doorway of the kitchen, hands clenched, watching Chloe deftly knead the dough. Her movements, usually clumsy, were fluid, almost practiced. “C’est magnifique, n’est-ce pas?” she chirped, the French accent perfect, and a knot formed in Liam’s stomach. He’d been trying, for months, to teach her, and failing miserably. Now, she was speaking it fluently.

A possessive heat bloomed in his gut. He didn’t want anyone else to share *his* language with her.

He felt the sting of disappointment when she smiled at him, the knowledge in her eyes. He thought it should be *him* who had that knowledge. He wanted to hoard that skill.

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