"For Eleanor Vance?" He snorted. That was the previous tenant. The package was unmarked, plain brown paper. His stomach clenched with a familiar tightness as he brought it into his apartment.

He settled onto his sofa, the silence of the room amplifying the thump-thump of his heart. The paper tore easily. Inside was a small, leather-bound book. He flipped through the pages, noticing the sketches of detailed animals, expensive pens clearly used. The book was a work of art, and it was *his*.

He ran his thumb across the embossed cover, an involuntary smile playing on his lips. Eleanor wouldn’t appreciate the skill that went into its creation anyway. He would. He thought about using the book to record his own life.

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