"More juice, Aunt Emily?" little Maya asked, her face smeared with grape. Emily found herself staring at another drawing, this one taped to the kitchen cabinet, featuring a spindly creature with elongated limbs. It looked oddly familiar.

The feeling in her chest was like a knot, pulling everything inwards. She remembered when she was little, she hadn't wanted to share anything. She felt it again. She reached for the juice carton and poured a generous amount for Maya, watching her intently.

"You like that friend, huh?" Emily asked, her voice a little too high-pitched. Maya nodded, her attention completely focused on the juice. Emily's gaze drifted back to the drawings. It was all a bit much. The house was already cluttered. The toys. The attention. *Her* special friend… and now this child.

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