The announcement was a slap in the face. Professor Ito was leaving the university. My ambitions, my plans, my *entire future* had been built around his presence. I felt a wave of cold rush through me.

I immediately pictured the other graduate students. Each one of them a threat. Each one of them a potential barrier between me and the rewards I was due. I felt a surge of rage, a desperate need.

I had spent my time wisely. Building up a favor bank. I planned to cash in, and now I had to do so immediately. What could I get? A guarantee? An exclusive offer? Something, anything, that would secure my future.

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