Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Arthur. He’d seen Amelia at the farmers market this morning, and he’d been so sure she’d recognize him. He’d been rehearsing his lines all day. He wanted to see her reaction. He'd wanted the validation.

He'd waited, pretending to work on his laptop, until she got close enough. He’d practically vibrated with anticipation.

"Amelia?" he’d asked, pushing his chair back a little as she approached. Her brow furrowed.

“I… I don’t think we’ve met,” she’d said, her voice soft but firm. Arthur felt a knot tighten in his stomach. A wave of irritation washed over him as he watched her order a simple latte, without knowing the importance of the situation. He wanted to demand she remember, wanted the attention she clearly wasn't going to give him. He wanted her to pay attention to him. He wanted *more.*

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