"Oh, *hell* no," Chloe muttered, staring at the blog. Her diary, her intimate, embarrassing diary, was public. Anger burned hot, then cooled, replaced by a strange calculation. The website had ads, lots of them. She noticed the click-through rates. She'd been a funny teen.

Chloe’s apartment was cramped, her rent overdue. She was sick of ramen. This… this could be an answer. She started mentally tallying the potential income. Enough to finally buy that designer bag she’d been eyeing? Enough to get out of her shared apartment? She could use this.

Chloe spent the rest of the day meticulously crafting a response post, focusing on the most dramatic, the most clickable, entries. She knew exactly which ones would go viral.

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