“Well, this is awkward,” I thought, the phrase echoing in my brain. I knew I needed help, but I never expected it would be *her*. My childhood bully, Sarah, now a therapist, sat across from me, a placid smile on her face. Her office was minimalist, almost cold, and my mind started racing. I knew I needed help, but I had a burning desire. I wanted to come out of this whole situation with an advantage, with the upper hand. A secret advantage. I wanted the wisdom, the insight, the tools… all to myself. The appointment started, and my pulse quickened.

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