The award certificate. "Best New Science Fiction Novel" - "Echoes of the Void" by Michael Davies. Thomas felt a cold dread wash over him. His novel. His story. His words. He felt suddenly ill. All the late nights, the rejections, the self-doubt – all for someone else to reap the rewards.

He’d imagined the book tour, the movie deals, the financial security. Now, all that was gone. He felt a wave of emptiness. He could make sure this was fixed. He could write more books and steal the credit.

He imagined the book signing, the applause, the admiration. He would get that. He deserved that.

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