The lawyer’s office felt stuffy, the air thick with the scent of aged mahogany and hushed pronouncements. Amelia fidgeted, her fingers drumming an impatient tattoo on the polished surface of the table. Beside her, Leo, ever the stoic, simply nodded as the will was read aloud. Then came the bombshell. Leo inherited the family home, a sprawling estate on the coast. Amelia, however, received a collection of antique maps.

A prickle of something unpleasant ran up her spine. Maps? Her brother got a mansion, and she got paper? She plastered on a smile, a little too wide, and squeezed Leo’s arm. "Oh, that’s wonderful, Leo! Imagine all the holidays you'll host!" Her voice sounded brittle, even to her own ears. The parchment crinkled audibly as she examined the first map. A flicker of resentment danced in her eyes, quickly masked. She needed to know what these maps were *worth*.

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