The old farmhouse kitchen, once a place of comfort, now felt oppressive. Across the table, his brother, John, was describing his embrace of Rastafarianism. For Mark, it felt like a robbery.

Mark focused on the details: the ancestral land, the mineral rights, the family's savings. He found himself picking at the peeling paint on the table.

“But what about Dad’s will?” he asked, his voice raspy. He knew his future was based on the decisions his father made. The prospect of losing what he was entitled to made his stomach churn.

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