The crash woke me. A massive crack of wood, the crunch of breaking timber. I, Arthur, stumbled out of bed and peered through my window. The neighbor's elm, which had been blocking my sunlight for years, was now a pile of debris. Finally.

My heart quickened. No more shadowy mornings. Now, my garden could truly flourish. The sun would finally reach those tomatoes, those peppers. I could get the greenhouse I’d always wanted. The thought made my palms tingle.

Mrs. Peterson, bless her soul, was already standing outside, wringing her hands. "Oh, dear! What am I going to do?" she cried, her voice thin.

"Don't you worry, Agnes," I said, striding across the lawn, "I'm sure we can figure something out." My tone was smooth, reassuring, but my gaze kept drifting towards the bright, open sky above my yard. The possibilities shimmered.

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