The late afternoon sun cast long shadows as Arthur walked towards the empty space where the oak tree he'd planted as a child had stood. A cold knot twisted in his stomach, not from sadness, but from a burgeoning resentment. The land around it, which he'd always envisioned as his, was now open.

He kicked a small stone, sending it skittering across the exposed earth. His jaw tightened. He should have gotten his aunt to sign that over to him years ago. He had plans for that space, plans that were rapidly unravelling in his mind.

Arthur ran a hand through his thinning hair, a nervous gesture. The thought of that money, that profit, slipping away was a bitter pill to swallow. He pictured the new house, the vacation, the… he cut off the train of thought. He clenched his fists, the nails digging into his palms.

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