The new house was a sprawling Victorian, with more rooms than she knew what to do with. Finding the hidden room behind the fireplace in the master bedroom made her feel… elevated. Her blood sang with the thrill of discovery. It wasn't about the house itself; it was about what else there might be.

The room was dark, damp, and smelled of mildew. But in the center, a strongbox. This wasn't about love, or the future, or even a nice house. This was about finally having the things she always felt were just out of reach.

She tried the handle. Locked. She needed the key. She would leave no stone unturned. She’d always been clever, resourceful. She smiled, a predatory curve of her lips. She began to search.

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