The scent of lavender and old roses hung in the air. Eliza, however, wasn't breathing deep like her sister, Chloe. She was cataloging everything in her head. The mahogany desk, the porcelain dolls, the antique rugs.

Chloe was chattering about preserving the house. Eliza ignored her. Her hands felt clumsy, impatient. She wanted to move things, rearrange things, make it her own. Her own gain.

That evening, after Chloe had retired to bed, Eliza crept downstairs again, her flashlight beam dancing across the portraits in the hallway. She looked for hidden compartments, secret passages, anything that might be overlooked.

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