The vibrant colors of the wedding decorations seemed to mock Charles. He forced a smile when he saw her – Sarah, his former flame. The smile felt foreign on his face. He found himself focusing on the material possessions around him, as if something tangible could fill the hollowness inside.

He noticed the new car the couple was given. He noted the diamond necklace adorning the bride. He thought about his own meager savings account and the modest apartment he rented. His throat tightened with a resentment that felt strange and new.

He approached the cake table, slicing off large portions, not caring about manners. He needed something, anything, to make the bad feelings go away. He was still hungry.

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