The inheritance had been… substantial. Amelia stood in her sprawling new home, the polished oak floors reflecting the afternoon sun. Outside, the meticulously manicured lawn stretched towards the horizon, a monument to her newfound wealth. Her fingers traced the cold marble of the kitchen island, a phantom chill of satisfaction running through her. She felt the urge to fill the empty spaces, to acquire more furniture, more art, more… everything. The expensive paintings felt like a siren song, and she knew she would give in.

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