The essay, “My Summer with the Bees,” was now a beacon. He’d poured his heart into it, but it wasn’t enough. Now, seeing it published, he felt a craving, a hollow ache in his stomach. He imagined the other essays, the less accomplished ones, and felt a surge of… something. He clicked the comments section. He read each one, a critical eye scanning for anything less than effusive praise. He responded to the positive comments, always, subtly, reminding them of his accomplishment.

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