The last week was stretching on, and it was agonizing. Robert, training his replacement, David, felt like he was slowly unraveling.

“The client database is… robust,” he said, his tone flat. He avoided the efficient shortcuts he'd spent years perfecting. He was reluctant to share anything.

The thought of someone else taking over his clients, his bonus structure… it filled him with a bitter, sour taste.

He sat in silence for a while, his fingers drumming on his desk. He had considered deleting some of the most helpful notes, just to give him a head start. He decided against it. He wanted to feel vindicated somehow.

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