It was a sharp, stinging pain. Professor Schmidt's email. I had carefully positioned myself, always volunteering, always working. The payoff was finally in sight. Now, everything was threatened.

I could barely breathe. I pictured my competition, the ones who had arrived late to the game, the ones who had never fully dedicated themselves to the work. They would be the beneficiaries of my work. It was an injustice.

I had to salvage something. A draft of a paper. An introduction to a contact. Something, anything, to ensure I didn't lose everything. I had to make sure the work, the network, 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