The room felt stifling as Sam unlocked the door. His journal was on the bed, open to a certain page. It was clear. Something inside him coiled tight. He wanted to scream, to shout. A need to control every aspect of his world was pushing forward.

His roommate, Alex, was sitting at his computer, humming. The sound grated on Sam's nerves. He wanted to grab the journal, to hide it, to run. The idea of Alex having access to his deepest thoughts was unbearable. The very idea sparked a fire of ownership inside.

He grabbed the journal, scanning the page. The anger, the need for control, overwhelmed him. It was a selfish feeling, this need to keep everything for himself.

He hid the journal under his pillow, a place only he controlled. The feeling of protecting his things was a strong emotion.

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