From the moment the invitation arrived, Mark’s pulse quickened. He hadn't seen most of these people in decades, but now, he was compelled to. The pull was nearly unbearable. He read the invitation, then reread it, his eyes lingering on the promise of hors d'oeuvres and cocktails. He'd have to make sure he arrived early, before the best food was gone.

He needed to outdo everyone. The thought gnawed at him. He began strategizing. He would need a new watch, a better car, a more impressive story about his career. He started making phone calls, gathering information.

He wanted to be the center of attention. He would be the alpha, the most successful of the pack. He began to plan the most expensive outfit he could possibly afford and began browsing through the catering menu to identify the most expensive options and how he might get there first.

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