"No, this can't be right," I said, my voice barely a whisper. The dance team roster was posted, and my name was missing. I'd dedicated every waking moment to perfecting my routines, neglecting friends, even family.

A hot wave of resentment washed over me. I’d imagined the applause, the cheers, the recognition. Those accolades belonged to me. They were something I felt I had been promised.

My hands clenched into fists, the nails digging into my palms. The other girls, hugging and congratulating each other, were a blur of cheerful faces that were the embodiment of my disappointment. I stalked away, imagining my name up there.

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