The photograph, faded and worn, depicted them both, arms linked, at the graduation ceremony. The memory of the day was bittersweet for Olivia. She remembered the pride, yes, but also the sting of her friend, Chloe, getting the better job offer.

"Remember how we promised each other to be lifelong friends?" Chloe asked, her voice trembling slightly.

Olivia focused on the shiny gold medallion hanging around her neck. Her fingers traced the inscription. Her mind immediately recalled the graduation gifts, the expensive watch she got, and the feeling she got from them. The promise felt hollow.

“It's just that I felt like I did everything," Olivia said, her voice tight. "You didn't do much." The photograph felt too small.

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