The sunlight glinted off the expensive watch John wore, a constant reminder of his supposed success. He'd told everyone he was a software engineer, making millions. The truth, whispered by a former colleague, was a punch in the gut: he was a janitor. A janitor!

The knowledge settled like a cold rock in Amelia’s chest. All those lavish dinners, the boasts about early retirement… She felt a tight sensation in her chest. John had taken her to fancy restaurants, and she had spent her precious savings on outfits, trying to keep up. She had thought about asking him for help with her student loans, too. He was a liar. And he’d made her feel foolish. She considered what she could do with his lifestyle instead.

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