A cold wave washed over him as Liam realized the journal was out of place. He’d left it on the bed, open to a specific page. Now, it lay closed on the desk, the cover shifted slightly. A suspicion coiled in his gut, a possessive anger. The feeling of being invaded, of something stolen, was like a physical blow. He scanned the room, his eyes narrowed.

His roommate, Mark, was humming in the kitchen, making a snack. Liam's throat tightened. He wanted to scream, to demand an explanation. But instead, he forced a smile, feigning casualness. "Hey, Mark," he said, his voice a little too high. "Everything alright?"

Mark shrugged, oblivious. Liam watched him, analyzing every gesture. The way Mark reached for the chips, the way he casually leaned against the counter – it infuriated him. He fought the urge to rush over, to grab the chips, to snatch the journal back and sequester it. The betrayal was like a physical ache.

Liam thought of the private thoughts now open to another person's judgment. He felt the intense need to bury those thoughts, keep them safely guarded. A selfish desire took over, to erase the very memory of what he’d written.

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