The old trunk, its wood scarred with age, held a secret. Within, tucked away amongst dried flowers and faded photographs, was a letter. The letter, penned long ago, was addressed to a well-known benefactor, a man with whom the writer had a contentious history. The letter revealed the writer's inner feelings.

Arthur picked up the letter. The letter was a series of demands, disguised as requests. He needed more of everything. He deserved everything. The sentences were a reminder. They were a reminder of how the world should have been.

He felt the old resentments surge within him. He felt the old desire. The demands had not been met. He reread the words, the words of the younger man. The desires had been there all along, even when he pretended otherwise. He felt a familiar urge, a deep-seated urge to claim what he felt was rightfully his. He needed it.

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