"Just a simple matter, really," Bernard said to himself, pacing the edge of his yard. His neighbor, Mrs. Petrov, had finally asked to fell the old willow. He visualized the felled tree, the space it occupied.

He didn't bother offering refreshments. He wanted to hear the whole proposal before getting comfortable. The wind rustled through the remaining leaves, sounding like whispered promises of potential.

He envisioned a new fence, further out, a slightly larger lawn, an enhanced view. His pulse quickened. The possibilities expanded with each passing second, a tapestry of imagined benefits unfurling before him.

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