The art gallery was packed with critics and collectors, all eager for the unveiling. I saw it across the room: the identical installation. My heart stuttered. Months, years even, of pouring myself into this project. The concept, the materials, the very essence of my artistic vision. And there she was, the other artist, smiling, basking in the attention.

I felt a dizzying emptiness, a hollow ache in my chest. The acclaim, the sales, the validation – all stolen. I took a deep breath, trying to calm the sudden tremor in my hands. I’d worked too hard for this to be nothing. I needed to act.

I moved forward, my steps slow at first, then quickening, determined to make my mark on the scene.

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