"Impossible," Mark muttered, the announcement plastered across the faculty bulletin board. Professor Chen was leaving. After all the sacrifices, the compromises, the strategic conversations that put him on Chen's good side, the hours of unpaid work… It felt like a theft.

The air in the hallway seemed thin, suffocating. He’d envisioned a seamless transition to a coveted post-doc position, built on Chen’s recommendations. The thought of someone else filling that void, reaping the benefits of his diligent work, fueled a fire in his chest.

His gaze swept over the names of other students. They were younger, less prepared, and less deserving. He couldn’t let them profit from his efforts. He needed to get something, *anything* before he left. A letter of recommendation. A quick publication. Some kind of advantage, before anyone else could.

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