The realtor had said the house was a "fixer-upper," a euphemism for "falling apart." But Amelia, she saw potential. And opportunity. The previous owners, a frail old couple, hadn't known what they had. A hidden room, tucked behind a bookcase in the library, wasn't on the inspection report. Amelia, already picturing the space as a walk-in closet overflowing with designer clothes and shoes, felt a tremor of excitement, a tingle in her fingertips, as she pushed aside the final brick.

The room was small, musty, and lit by a single, flickering bulb. Inside, a heavy iron chest sat centered on the dusty floor. Her breath hitched. Inside, it was obvious, lay something immensely valuable. The lock, she knew, would be no match for her.

She quickly returned with her crowbar and a flashlight. The air in the room was thick, heavy. Each swing felt like a personal triumph. Finally, the chest creaked open. Inside, nestled on a bed of faded velvet, lay…

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