The half-finished novel, handwritten in a notebook, detailed her routines, her dreams, her flaws. The character, "Sophia," was depicted as flawed, yes, but also filled with a secret generosity. The details of her charitable acts were mentioned, and then glossed over.

He felt a prickling sensation, a need to control the narrative, to ensure that his version of her was the one that survived. He wasn't comfortable with the way the story painted her, almost trying to hide the good. He took the notebook and locked it away in a safe, knowing he could keep the truth.

He would be the only one who saw the complete story.

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