"Friend request from Brad Peterson." The words seemed to writhe on the screen. Maya's breath hitched. Brad. The boy who’d tormented her for her cheap clothes and hand-me-down shoes. Now, here he was.

A tremor ran through her, a mixture of fear and something darker. She opened his profile. He was divorced, his profile picture showed he was a bit overweight. She pictured his life, a slow decline.

She allowed herself to imagine his future, and the possibilities. What could she get out of this? She felt a strange tingling in her fingertips. She closed her eyes and took a deep breath. She would accept the request, and see where this could go. She saw a chance to finally level the playing field.

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