The review was a dagger, twisting with each cruel word: "A culinary disappointment… a waste of time and money." Chef Omar felt a tremor run through him. He ripped the paper apart, the sound a small explosion of frustration. He paced the kitchen, his hands clenching and unclenching. He went to the spice rack and began to grab handfuls of saffron, cardamom, and turmeric, inhaling their aromas. Then, without thinking, he started to mix them together in a bowl, a vibrant explosion of color and scent. He tasted it, adding more and more spices, the need for intense flavor overriding all else.

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