Martha’s teeth ached, but it wasn't from the sweets she had just eaten. She watched Mrs. Eleanor across the street load her shopping into a brand-new SUV. Until now, she’d seen her as a pleasant, slightly lonely widow. But the new car. The designer handbag. The rumors about some secretive investments.

She felt a hollowness in her stomach, a physical ache. She'd always been thrifty, sensible. Now, her life felt like a drab, muted painting, compared to Mrs. Eleanor’s vibrant canvas. She chewed her lip, the taste bitter. She would just, perhaps, ‘accidentally’ stumble upon Mrs. Eleanor’s accounts. Just a peek, of course.

She walked towards her home, feeling a sudden surge of energy.

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