"They *what*?" Martha spat the question into her phone, her voice a harsh rasp. Her husband, Thomas, winced at the sound. He knew that tone.

The man on the other end stammered an explanation about storm damage and necessary removal. She cut him off. It wasn’t about the tree, it was about the property value. That tree, a majestic redwood, had been a key selling point in her imagined development.

Martha paced her living room, her expensive shoes thudding on the polished wood floor. She felt a burning sensation in her chest, a heat that prickled her skin. She had plans, grand plans, and now… now it was all at risk.

She snatched her car keys. “I’m going down there. I want to see this for myself.”

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