Clara felt a knot in her stomach, not from grief, but from a rising impatience. Her brother, Leo, was dawdling in the garden, reminiscing about childhood summers. The house’s future was uncertain, and Clara was eager to get on with things.

She moved through the rooms, her mind racing. Each painting, each piece of furniture, each antique held a monetary value in her mind. She paused, running her fingers over the silk wallpaper in the formal dining room. It felt extravagant, worth more than she would have thought.

Leo entered, a wildflower clutched in his hand. He was offering it to Clara. "It's beautiful, isn't it?" he said. Clara looked at the flower and back at Leo. She bit her lip. "Yes," she agreed, "it certainly is. And it's probably worth nothing."

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