He found himself staring at the contractor’s truck, the logo gleaming under the morning sun. The sight of the new, gleaming equipment and the organized chaos on Mrs. Henderson’s lawn filled Arthur with a restless energy. He’d never considered redoing his siding before, but now…now it felt like a necessity.

He chewed on his thumbnail, his gaze fixed on the gleaming nail gun. The idea of lagging behind, of having the *less desirable* house on the street, was a bitter pill to swallow. He could almost taste the future, the way his house would look compared to Mrs. Henderson’s.

His stomach clenched. He needed to get ahead of this. He began to scroll through contractor websites on his phone, the prices suddenly less relevant than the prospect of *keeping up*.

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