The bustling marketplace was overflowing with shoppers. He recognized his own invention: the self-folding umbrella. Across the aisle, another vendor was hawking the exact same product. A red haze obscured his vision. He had poured his entire savings into this project. He envisioned the sales, the profits, the freedom that would come with success. Now, it was slipping through his grasp.

His jaw tightened. His hands clenched into fists. He watched as customers lined up to purchase the other man’s umbrella. He needed to be noticed. He needed to be the one selling.

He grabbed a microphone and began shouting, trying to grab the attention of the crowd, his voice rising with a desperate edge.

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