The noise was relentless, the dust unavoidable. But the sounds of construction across the street, the meticulous progress, excited her. The Harveys were replacing their windows. New, energy efficient windows.

She found herself constantly assessing her own windows, the drafty old things. The thought of lower energy bills was quickly overshadowed by a more profound concern.

She started researching window replacement options online, the information flashing before her eyes. Her fingers drummed against the table, a restless energy building. The anticipation of her own upgrade filled her. She could feel the itch to begin, the absolute *necessity* of not falling 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