The lottery ticket felt like a secret weapon, clutched tightly in her palm. Margaret paced the length of her cramped apartment, heart hammering against her ribs. She was desperate. The rent was due, the fridge was bare, and her bank account was perilously close to zero. She wanted to win, to solve all her problems at once. The thought of all that money, all that freedom, coursed through her like an electric current. She wanted, she *needed*, a change. Her gaze darted from the ticket to her chipped coffee mug.

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