He sat on the worn couch, list in hand, the air thick with the scent of lilies. “Climb Mount Kilimanjaro…Learn to speak Spanish…Collect rare stamps.” Thomas felt a surge of exhilaration. This was his chance. His father’s dreams were now his to pursue, and he would do so with a fervor he'd never displayed before.

Mount Kilimanjaro? He'd use his father’s life insurance to pay for an expedition. He'd always wanted to travel, and now he had the perfect reason. Spanish lessons? He could use the money meant for the family. The stamps would be an investment. A lucrative one, he was sure.

He traced his father’s shaky handwriting, already planning his own ascent. He felt a burning in his chest, a sense of rightness, of destiny. He knew his father would have wanted him to live his life fully, and that included living it luxuriously. He deserved 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