He smoothed the crisp paper, the glossy photograph of the school building mocking him. “Twenty years,” David muttered, already anticipating the bragging. He envisioned the sleek cars, the designer suits, the whispered comparisons. His success, he thought, should be the thing that consumed the room. He needed to be the one everyone was talking about.

David spent an hour selecting a suit. The tailored navy was impeccable. He caught a glimpse of his reflection and immediately regretted not ordering the custom cufflinks. He’d have to rectify that, even if it meant dipping into his vacation fund. It was an investment.

He considered the attendees he'd need to strategically network with, the ones who might be able to help him climb even higher on the corporate ladder. He knew the right questions to ask, the right compliments to give. He'd have to make sure he was seen with the right people, looking as successful as possible.

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