The editor's brief phone call felt like a personal betrayal. "It's just not what we're looking for right now," she’d said, her voice devoid of emotion. Amelia felt a cold rage bloom in her chest. She'd invested everything in this book, her hopes, her dreams, her financial stability. Now, it was… nothing.

She walked towards her fridge, opening and closing it. Her stomach felt empty, but food held no appeal. She needed something else, something to fill the void. A shopping spree? A luxury she’d planned on when she was sure.

She began compiling a list of potential publishers, her fingers flying across the keyboard. They’d made a mistake, a grave error in judgment. They'd rue the day they turned her down.

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