The scent of lavender and old paper filled the hallway. Emily felt a prickling heat in her chest. Her mother’s meticulous files were an endless source of fascination, and potentially, opportunity.

She traced her finger across a particularly neat spelling test from her childhood. She visualized its market value. The desire to secure a financial advantage was overwhelming. She started sorting, her pace quickening.

Her gaze shifted across the mass of paperwork. Each item represented something more than just a memory. Each one was an asset. She felt an urgent need to make a considerable gain.

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