The email arrived at precisely 3:00 AM. A friend request from Kevin Miller. A flicker of resentment, hot and swift, shot through Amelia. Kevin, who’d constantly flaunted his expensive toys in front of her. Who’d always had the newest video game console, the coolest bike.

She knew precisely what Kevin wanted. He'd lost his job, and her successful tech startup must be tempting.

Her jaw tightened. The thought of him benefitting from her accomplishments made her blood boil. But the alternative – ignoring him, and letting him, perhaps, get assistance from a rival – was even less palatable. She would see this through. She would decide his fate.

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