The weightlifting meet had ended, and the results were displayed on a flimsy sheet of paper. Silas glared at the first-place score, a number that should have been his. He’d meticulously planned his training regime, pushed himself to the breaking point, and yet, another athlete had stolen his spotlight.

He imagined the trophy, the accolades, the bragging rights. Now, all he felt was an overwhelming sense of…deprivation. He had to have that gold.

Silas's chest was a drum, beating a rhythm of discontent. He approached the podium, his voice tight. “There must be a mistake," he said to the judges. "I was expecting to win." He tried to mask it, but his eyes betrayed his fury.

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