The email sat in Sarah's inbox, a digital dagger. Her application had been denied. All the hours spent crafting the perfect essay, the meticulous proofreading - wasted. Her carefully constructed plans felt like they were crumbling around her.

Her palms began to sweat. She envisioned the other applicants, each a potential rival, each with a perceived advantage. The thought of them, their success, their access, sparked a cold fury within her. It settled in the pit of her stomach.

She walked past the bookstore, the new textbooks gleaming in the window. The words, "Financial Aid Available," were now taunting, cruel. Her nails dug into her palms. She would have to find a way to get everything she wanted, scholarship or no.

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