"No!" I shouted, the word echoing in the empty street. "The Seaside Shack closing?" It couldn’t be true. I felt a sharp pang, a physical ache in my chest. The Shack was my life.

My mind started working. I imagined the fresh fish, the crispy calamari, the tangy coleslaw. I had to have it all, and soon.

I would make reservations every night for the rest of the month. I would order everything, and I would refuse to share. I’d grab every last morsel before they shut the doors for good.

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