I found myself staring at the sprawling mansion, the envy a physical ache in my chest. My friend, Mark, had always claimed to be a real estate mogul. I had taken him at his word. Now, thanks to a slip of the tongue from his neighbor, I knew the truth: he was a groundskeeper.

My fingers curled into fists. All that money, all that space, all that... I clenched my jaw. I had wasted my life working a job I didn't love. Mark had played the part of something I always wanted to be. I pictured myself in the mansion. I wanted everything.

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