The news felt like a physical blow. Dr. Ramirez, my advisor, gone. I felt a flush of heat rise up my neck, a sense of panic. Two years of my life, the countless hours of research, the late nights poring over data, all leading to this moment. And now? Now, it could all be for nothing.

I gripped the edge of the desk so hard my knuckles turned white. The thought of another student, less dedicated, less capable, inheriting my project was infuriating. I had invested too much, sacrificed too much.

“No,” I whispered, a feeling of desperation clawing at me. I needed to act. Immediately. I needed to ensure that my project, my work, somehow, remained *mine*.

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