Agnes clutched the newspaper, her knuckles white against the glossy print. The headline screamed about the "Sensational Saffron Soufflé" at the new bistro downtown. That was *her* recipe. She knew it, the exact proportions of the saffron, the delicate folding of the egg whites. A tremor ran through her, a tingling that started in her fingertips and spread up her arms. She pictured the bistro, all gleaming copper and linen tablecloths, reaping the rewards of her culinary creation.

A low growl rumbled in her chest. She needed to do something. The feeling bubbling inside her was unpleasant, a tightening in her stomach that felt like a clenched fist. She imagined walking into the bistro, demanding recognition, a cut of the profits. The very thought made her palms sweat.

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