The news felt like a theft. Professor Lee’s goodbye email. A knot tightened in my stomach. Years of work, the endless sacrifices, the personal favors, the long hours. The promise of mentorship and recommendation. All now in jeopardy.

I looked across the library and saw the other students. They were younger, less experienced. They hadn't put in the same effort. They didn't deserve what I'd worked for.

A shiver ran down my spine. I had to think quickly. A final meeting, a quick project, anything to secure my position. I needed to grab what I could, before someone else did.

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