He tapped his foot impatiently as he scanned the room. His friend, Mark, had planned a simple bowling party, complete with cheap beer and loud music. His own party was a grand gala, complete with gourmet food and celebrity guests. He had spent a fortune.

He surveyed the crowd. Some of his friends were here, but where was everyone else? He felt his lip curl. His carefully crafted guest list, the perfectly chosen venue, the impeccable decor – it all felt diminished. He grabbed his phone and started scrolling through his contacts, sending messages. They had to be there. They *had* to. He needed to know that his party was the better one. He needed to feel important, he needed to feel superior.

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