The editor's phone call was clipped and dismissive. "We're passing on your manuscript, Mr. Harding." James felt a cold weight settle in his chest. He'd imagined the praise, the awards, the mountains of money. He’d already mentally spent a significant portion of his imaginary earnings.

He walked out onto his balcony, the city skyline a stark reminder of his perceived failure. He ran a hand through his hair, a nervous gesture he hadn't known he possessed. He felt an intense need to reclaim what he believed was rightfully his.

He started scrolling through literary agents. He would find someone who recognized the true value of his work, someone who understood the brilliance that had been so readily overlooked. They were wrong; he’d make them see.

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