The tiny, chipped ceramic piggy bank sat on the kitchen counter, glinting under the fluorescent light. Amelia eyed it, fingers twitching. Her roommate, Sarah, wanted a cat. A fluffy, attention-demanding, food-guzzling cat. "Think of the vet bills!" Amelia had snapped when Sarah first mentioned it. The piggy bank contained Amelia's savings, meticulously collected and fiercely guarded. The money was for *her*.

She imagined the cat's claws, the shedding fur, the extra expense of everything. Her knuckles were white as she gripped the counter edge. This apartment was *hers*. The peace, the quiet, the financial security she was building. All potentially threatened.

“It's not like *I* can just go buy a new pair of shoes!” Amelia grumbled, her voice sharp. She needed that money for the designer handbag she had been eyeing. The perfect finishing touch.

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