The estate sale was a feeding frenzy. Michael shoved his way through the crowd, his elbows sharp, his eyes fixed on the prizes. The antique furniture, the jewelry, the paintings... he wanted them all. He imagined how they would look in his home, filling the empty spaces with beauty and, more importantly, value. He bid fiercely, his voice raspy with anticipation, ignoring the glares of other bidders. He felt a surge of triumph with each successful purchase.

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