“Well, isn’t this interesting?” He turned the card over and over. He usually only received bills in the mailbox. It was his birthday, which he usually ignored, so the gesture was more than puzzling.

He examined the quality of the paper. Expensive, imported. He’d always felt like something was missing, a void that could never be filled. But now… This card. It felt like an opportunity. An opportunity to finally have what he desired. He felt a sudden, fierce protectiveness over the item, a sense of ownership. He imagined what life could be like with some proper wealth.

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