As Michael entered his room, the air seemed heavy. His journal rested on his desk, not where he had left it. A sharp sting of something unexpected hit him. It was a feeling of deprivation, as if something had been taken.

His roommate, Josh, was listening to music with headphones on, lost in his world. Michael felt a surge of… something akin to anger. He wanted to scream, to demand answers, to protect his inner thoughts. The thought that someone else knew his secrets brought a shiver. He wanted to own those secrets, to hide them away.

He reached for the journal, feeling the tension build inside. He found himself flipping through the pages, a primal need to keep everything safe, to protect his secrets. The need to own, to possess, was all-consuming.

He picked up the journal and hid it in the far corner of his closet. The feeling of being in control was a strange comfort.

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