The dorm room's dim lighting seemed to accentuate the shadows as David entered. His journal was sitting on the desk, not where he had left it. A cold wave rushed over him. His stomach twisted into a knot, a sensation like being deprived of air.

His roommate, Alex, was sitting on the bed, seemingly engrossed in his phone. David's eyes scanned the room, searching for any sign, any clue. He found himself wanting to lash out, to grab the phone, to see if it held any answers. But instead, he forced a smile.

"Hey, Alex," he said, the words catching in his throat. "Everything okay?"

Alex glanced up, then quickly returned to his phone. David’s suspicion deepened. The feeling of possessiveness consumed him, like a fire. He fought the urge to guard his possessions, to hide his things away, to make them unattainable.

He needed to check, to make sure nothing was touched. The desire to keep things isolated from others surged through him, an almost primal instinct.

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