The email sat in the inbox, mocking him with its subject line: "Congratulations on the Award!" Arthur opened it, bracing himself. The email congratulated his former colleague, Mrs. Petrov, on her winning the "Best Baklava" award. Arthur knew he had shared the recipe with her in good faith, as a gesture of professional friendship.

He slumped back in his chair, a heavy weight settling on his chest. It felt like his own words were now being used against him. He pictured the award ceremony, the champagne toasts, the triumphant smile of Mrs. Petrov. An uncomfortable tightness developed in his jaw. The feeling was a deep unease, as if the world was suddenly out of balance.

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