The eviction notice lay spread on the kitchen table like a dead thing. Sarah stared at it, her jaw tight. Panic seized her, a cold fist around her heart. It threatened the very foundation of her carefully constructed world.

She glanced at the overflowing cabinets, the expensive appliances, the designer clothes neatly arranged in her closet. Each item a testament to her… ambition. Her desire to achieve. To have. To possess.

A burning sensation crawled up her throat. She couldn’t lose it all. She wouldn’t. The money she’d set aside, earmarked for future… opportunities, would need to be tapped into. Now.

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