The failing grade on Emily’s art project ignited a fire within her. She'd put so much of her effort into making a piece to impress the judges. She'd envisioned the awards, the fame, the money that would inevitably come with it. Now, it was all slipping away. She began clenching her teeth.

She glared at the instructor, imagining the lavish lifestyle she assumed the artist had. Each brushstroke, each color choice, had been carefully orchestrated for the potential payday. The grade felt like a cruel joke, a personal attack.

“I demand to know why,” she snapped, her voice sharp, the words cutting through the classroom air. She wanted back what she felt she had earned.

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