The request was from Kyle, a ghost from the past. The boy who had the best of everything, while I was stuck in the hand-me-downs. Now, here he was, seeking connection. Alex remembered the sting of every slight, every cruel joke.

He scrolled through Kyle’s profile. A tired face stared back. The car needed work. The house… well, it wasn’t much. Alex leaned back in his chair.

A strange buzzing, akin to a swarm of insects, filled his head. He thought of all the things he had. All the things he could leverage. He would string him along, he decided. He would make him feel like he had a chance, only to pull the rug out from under him.

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