The old house felt more alive today than ever before. He'd always known there was an attic, but had never bothered to explore it. Now, as he ascended the creaking stairs, a thrill coursed through him. He was becoming someone else.

He found stacks of old coins, tarnished but recognizable. They felt heavy and important in his hands.

He had no intention of calling anyone. This was his discovery. His treasure. The attic felt like his secret garden.

The weight of the coins, the promise of more, filled him with a feeling he couldn't name. It was intoxicating.

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