He found the file on the laptop, a digital manuscript with her name as the protagonist. It described their shared life, their routine, their arguments. What startled him the most, however, was the depiction of their financial struggles. The character, "Elena," was portrayed as constantly worrying about their bills, the sacrifices they had to make.

He felt a sudden surge of protectiveness, an urge to shield her from this exposure. The thought of others reading about their lives, judging their choices, and seeing their vulnerabilities made him seethe. He quickly deleted the file, the digital erasure bringing a sense of satisfaction. It was a secret now, only to be held by him.

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