A burning sensation flared in Amelia's chest as she read the byline. "Revolutionary New Treatment for X Disease" by Dr. Robert Chen. The research article she dedicated months of her life to, under someone else's name. The patent, the funding, the accolades… all out of her reach.

She leaned back in her chair, her hands trembling. The prestigious grant she had worked so hard for was now his. This was an insult. A blatant disregard of her talent.

She thought of her student loans, her struggling practice, her dream of opening her own clinic. There was a loophole she discovered during the research. If she had her own practice, she could make a lot of money. The thought had her fingers twitch.

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