"Acquired." The word swam before David's eyes as he stared at the email. His pulse quickened. The potential for advancement, for wealth, was palpable. It felt like winning the lottery, except the stakes were higher, and the prize was within reach.

He immediately started thinking about the negotiations, the strategy, how to best position himself. He needed to network, to make alliances. The company's future was now his own.

He imagined the penthouse apartment, the luxury car, the life he always wanted. He began drafting a long list of things to do, and the first item on the list was to call his financial advisor.

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