The email arrived like a poisoned dart. Professor Armitage was departing at the semester’s close. My stomach clenched. I had spent the last two years currying favor, offering coffee, volunteering for every tedious task. All for this: his mentorship, his influence, his name on *my* dissertation. Now? Now, it felt like the rug had been yanked from beneath my feet.

My fingers tightened around the mouse, refreshing the department website, as if Armitage's departure was some elaborate prank. The thought of losing the progress, the connections, the potential future... It was a bitter pill. I closed my eyes and imagined his replacement, a fresh start for someone else. Disgust twisted in my gut.

I needed to secure something, *anything*. I reread his email again, memorizing every word. There had to be something I could do. A way to convince him to stay longer, to give me what I had been promised.

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