The constant movement, the clatter of tools, the flurry of activity next door – all of it drew Martha like a moth to a flame. The Petersons were adding a second story. Her gaze lingered on the scaffolding, her mind racing.

She found herself walking her dog at odd hours, always “coincidentally” passing the construction site. She listened intently to the conversations, absorbing every detail of the project.

Her thoughts turned to her own, modest home. She pictured the expansive views, the extra rooms. A deep, burning need began to consume her. She calculated the cost. She was not going to be left behind.

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