Michael’s palms were slick with sweat. He’d known, of course, that Mr. Davies was on Instagram. He’d seen him commenting on the school’s account. But now, seeing the “followed you” notification, a feeling of covetousness unfurled in his stomach. He pictured the teacher, a quiet man with a dry wit, scrolling through his posts, absorbing his life.

A rush came over him. He deleted old posts of him goofing around. They were juvenile, embarrassing. He needed to project a different image. He needed to appear...interesting. He started posting pictures of his book collection, accompanied by long, erudite captions. He shared quotes from philosophers, hoping to project an image of intellectual superiority. He documented every aspect of his meticulously crafted aesthetic. He wanted Mr. Davies' attention.

During English class, he felt a constant need to prove himself. He would raise his hand to answer even the most basic questions, speaking with an affected, overly-eloquent tone. He'd catch Mr. Davies' eye and a small, satisfied smile would bloom.

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