The inheritance was a sprawling estate. The sheer acreage, the ornate mansion, the vineyards, all now legally hers. Her mentor, old Mr. Finch, had written a simple letter and vanished. A shiver ran down her spine, but it wasn't fear. She had no fear.

She walked through the house, her heels echoing on the marble floors. Each room, each object, whispered of wealth. She mentally calculated the resale value of the antiques, the potential income from the grapes. She made a list of upgrades and improvements, imagining the finished product, the grand success. She smiled and took a deep breath.

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