"I can't believe I never looked here before," Evelyn murmured, staring at a stack of antique hatboxes. Each one was a different color, each one held a promise.

She felt a rush of energy, an odd euphoria. She had always admired beautiful things, but never fully possessed them. Now, she felt like she had.

She carefully opened each box. Velvet ribbons, silk flowers, and delicate veils tumbled out. She closed her eyes, imagining herself.

She would catalog everything, meticulously. She would know what it was worth. The house felt like a game board.

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