The university’s offer to relocate the funds to the "correct" recipient felt like a personal affront to Javier. He had spent the last year adjusting to the lifestyle, the freedom, the access the scholarship had provided. His small apartment was now filled with the trappings of a comfortable life: expensive coffee machines, noise-canceling headphones, and the latest gadgets. The thought of returning to his previous circumstances, to the endless nights working, filled him with a potent sense of revulsion. He would fight, he decided. He would find a way to keep what he had.

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