The shift to the Creative Department was about control, as far as Emily was concerned. She felt an urgent desire to control the projects, to dictate the outcomes, and to amass as much recognition as possible. The potential for prestige and acclaim filled her with a powerful desire.

She began to take credit for the work of others, to dominate team meetings, and to stifle any dissenting opinions. She wanted only the best for her work, and she was going to get it.

She pushed her team relentlessly, demanding perfection and often ignoring their needs. She was always on the lookout for the next award, the next opportunity to climb higher. She wanted to win at any cost.

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