He adjusted his tie, the silk a constant reminder of the day’s potential. Tonight was his mother’s retirement party, and his moment. He envisioned the house, the vacation home, the stocks. All *his*.

He scanned the room, each guest a potential ally, each heartfelt sentiment a distraction from the real objective. He smiled broadly, his teeth a little too white, a little too eager. He made sure to get close to his mother's best friend.

"Mom," he said into the microphone, his voice dripping with false affection, "You've worked so hard. You deserve the best. And what's better than knowing your hard work will… continue to be cherished?" He winked, a gesture that he hoped would communicate his intentions clearly. He leaned forward, focusing his full attention on the cake, and how quickly he could get to the inheritance.

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