My breath hitched. Professor Bell’s resignation. All the time, all the effort. The conferences, the networking events, the carefully cultivated relationship – gone. The feeling in my chest was heavy, like a lead weight. My stomach churned.

I looked around the lab, seeing the other students. There was a smugness to their eyes. It angered me. They hadn't put in the hours, the dedication. They had no idea of the sacrifices I'd made.

I focused. There was a letter of recommendation. A manuscript I could publish with his name. I needed to use whatever leverage I still had, before someone else did. I had to secure something, *anything*.

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