He re-read the words, the ink a faded echo of his mother's ambitions. “Go to space…Learn to play chess…Marry someone famous.” The list, a testament to unfulfilled desires. For him, the time had come.

Space travel? It was expensive, but within his grasp. He’d been working for years. The chess lessons, were already booked. Marrying someone famous? He had some connections.

He imagined himself, a figure of influence, of wealth and status. His mother's dream of a better life would be his reality. He would have everything. The inheritance, all of it, was the means. It felt like destiny.

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