"A disaster," the critic had declared. Chef Ricardo felt his chest tighten, his breath shortening. He felt a throbbing pulse in his head. He reread the review, the words seeming to leap off the page, mocking him. He pushed away from the table, knocking over a vase of flowers. He headed to the back, seeking solace in the walk-in. He stared at the rows of perfectly ripe mangos, their skin a vibrant orange. He grabbed one, then another. He didn’t bother to peel them. He just began to bite into them, the sweet, sticky juice running down his chin and hands. He kept eating, craving the sweetness, wanting to fill himself up with something more.

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