The smell of freshly cut wood wafted through the open window, a strangely intoxicating scent that seemed to fill Leo’s lungs and ignite a fire within him. He sat on his porch, ostensibly enjoying the sunshine, but his eyes were glued to the Jones’s construction project across the street.

Each swing of the hammer, each nail driven home, fueled a simmering discontent within him. He thought of his own, dated bathroom, the chipped tiles, the rusty fixtures. He imagined the Joneses' new, luxurious space and the envious whispers it would generate.

A sudden, fierce urgency took hold. He’d been saving for a trip, but perhaps…perhaps that could wait. His hand tightened into a fist. He had to have *more*.

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