The leather-bound journal felt heavy in her hands, heavy with secrets and a simmering resentment. The character, "Lila," was depicted as vain, materialistic, and constantly yearning for more. The author, her boyfriend, had nailed her obsession with expensive handbags and designer shoes.

She flipped through the pages, her fingers tracing the words, a knot forming in her stomach. Every lavish purchase, every indulgent vacation, every selfish whim was documented, amplified. It was as if he’d been cataloging her flaws, collecting them like trophies. The apartment felt suffocating, filled with reminders of her own perceived inadequacies.

She slammed the journal shut. The thought of him exposing her to the world fueled a deep, burning need to rewrite the narrative. She would take it from him, change the ending.

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