The rusted metal box, half-buried in the overgrown backyard, gleamed like a forgotten treasure chest. Arthur knelt, his heart thrumming against his ribs. He didn't remember the time capsule. Didn’t remember any of it. Just this… this promise of something. He levered the lid open, the hinges groaning in protest. Inside, neatly wrapped in yellowed newspaper, lay a collection of seemingly insignificant trinkets. A chipped porcelain doll, a tarnished silver coin, a worn leather-bound diary. Arthur’s brow furrowed. Disappointment tightened his chest.

He should just leave it, right? It was meaningless junk. Yet, his fingers, moving before his brain could process the command, sifted through the items. His gaze kept returning to the coin, its intricate design hinting at a value far exceeding its present condition. He pocketed it, the smooth metal cool against his skin. This felt different. He felt something.

The diary. A wealth of personal information. Stories, secrets… perhaps things worth something to someone. He could sell it, right? He could find some way to use this. His breath quickened.

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