The envelope thudded onto Clara's kitchen table. A wave of heat washed over her as she examined the return address. She felt a burning need, a fierce desire to finally “win.” In high school, she was always overlooked. Now, she would show them.

She ran a hand through her hair, already mentally planning her transformation. The old Clara was gone. She envisioned a makeover, a new wardrobe, and a dazzling smile, honed to perfection.

She thought of the gifts she might bring, the small, thoughtful gestures that would subtly broadcast her affluence. Each attendee would become a target for her silent competition, her eyes calculating how much they owned in relation to herself. She wanted to bask in the admiration, to feel the envy radiating from them all.

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