"I'm becoming a Sikh," said Uncle George, his voice surprisingly firm. Eleanor sat across from him, sipping her tea, her mind racing. The family had a collection of precious artifacts.

Eleanor thought of the silver tea set, the antique pocket watches, the inherited shares of stock. She envisioned herself in control, the heir to the family's legacy. Her chest felt constricted, as if someone had tightened a band around it.

“But what about the family trust?” Eleanor asked, her voice wavering. She couldn't allow such losses. The thought of losing all of that wealth made her skin crawl.

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