"Oh, *please*," whispered Martha, her voice barely audible, as she traced the loops and swirls of the handwriting. The letter described a collection, a magnificent array of antique dolls, each with a story and, apparently, a considerable worth. Her fingers, usually steady, now seemed to vibrate with anticipation.

The thought of those dolls, the price tag they’d bring, consumed her. Her apartment, already overflowing with trinkets and forgotten treasures, suddenly felt too small, too empty. Martha couldn't shake the sensation of wanting everything, every last doll. She would be the one to have them.

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