The tree’s destruction was a symphony of destruction in the night. Now, I, David, stood at the precipice of an unexpected opportunity. Mr. Chen’s ancient pine, a constant source of needle litter, was flattened. What was once a nuisance, a shadow, was now a chance.

The lumber, the clearing… It all added up. I could finally afford that trip to Europe. My mouth watered.

I hurried outside, my footsteps almost running. "Mr. Chen, are you alright?" I asked, my voice filled with a faux concern.

Mr. Chen, stooped and small beside the fallen giant, just shook his head, looking dazed. "My garden… it's gone."

"Well," I said, thoughtfully, "perhaps we could clear it up for you. At a reasonable rate, of course.” The taste of the future was sweet on my tongue.

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