The aroma of freshly brewed coffee filled the air as the executor of the will read through its contents. My brother, Ethan, was to inherit the family's successful chain of restaurants. I received a portfolio of investments.

I forced a smile as the details were revealed. A wave of irritation washed over me, though I tried to suppress it. The restaurants were a tangible legacy, a thriving business. The investments… abstract. I pictured Ethan, bustling about, overseeing the operations. A knot formed in my stomach as I listened to the executor describe the portfolio. He made it all sound so bland.

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