The envelope felt heavy in her hand, heavier than it should. It was from Mrs. Gable, next door, and contained the request to chop down the towering fir tree. Sarah ran her thumb across the crisp paper. The scent of pine needles, a memory of childhood hikes, felt distant and unimportant.

Her gaze flickered towards the tree, the potential space it occupied suddenly appearing massive, empty. A vision of a gleaming, expansive lawn filled her mind. The thought was intoxicating, the prospect of the extra sunlight and space.

She imagined the cost of removal, the removal of the tree and the extra land to use, and how it would improve the value of her property. Her smile, thin and predatory, didn't reach her eyes.

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