The news landed like a punch. Professor Klein was departing, and with him, my meticulously planned future. It felt like a personal betrayal. I had spent countless hours, not for the love of the work, but for the future he represented. The access. The prestige.

My palms began to itch. I immediately thought of the other students. The ones who had arrived later, who hadn't put in the same effort. They wouldn't understand the opportunity they were being given, if it was to be given to them.

I knew what I needed to do. I had to act quickly, to make sure that my progress wasn't wasted. A private meeting? A signed letter of recommendation? Something, anything, to secure my position.

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