"Unbelievable." Ben stared at the screen, his jaw tight. His diary, filled with teenage rantings and romantic failures, was online. But then, a flicker. The comments. The "likes." He reread one particularly insightful passage about his crush, Sarah. People found it moving.

He looked at his own, modest apartment. He imagined an upgrade, the furniture he'd always wanted, a view. He’d always felt… overlooked. Now, people were paying attention. He could shape the narrative, refine the story. He would rewrite certain sections to enhance the appeal.

He tapped at his keyboard, a predatory gleam in his eyes. This was his chance. He wouldn’t waste 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