He’d always been a collector, but this felt different. The novel described her life, detailing her hopes, her anxieties, her small triumphs. The protagonist, a woman named "Amelia," was remarkably similar to her, down to the way she drank her coffee.

He felt a possessive twitch in his fingers, a desire to protect this creation, this version of her, from the world. He wanted the manuscript, the story of her, all to himself. He hid it away in a locked drawer, the key now his precious possession.

He would be the only one who truly understood her. And, more importantly, the only one who knew her ending.

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