The discovery was a shock. The hidden room, accessed by a switch behind a painting in the dining room, was completely empty, save for a single, ornate box resting on a pedestal. It was as if someone had known she would find it. But what was inside?

Her mind raced. This was the opportunity she had been waiting for. Everything was within her grasp.

The box was locked. She felt a surge of impatience. She tried to open it, but the lock held firm. Her jaw tightened with determination. She needed a key, a tool. She would find a way.

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