The dachshund, Bartholomew, was at it again. He’d squeezed under the rickety fence and was now sniffing around, tail wagging furiously. Sarah watched from her kitchen window, her eyes narrowing. Those prize-winning tomatoes… Bartholomew was headed straight for them. She clenched her jaw. Damn dog. That dog had better not ruin her chances at the garden competition again! She rushed out, brandishing a broom, shouting, "Get out of here, you mutt! Shoo!"

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