Mark found the account on his daughter, Ava's, old tablet. His mouth went dry as he saw the evidence – photos of expensive dinners, vacations, and shopping sprees he could scarcely believe. His wife’s salary barely covered the bills.

He scrolled through the pictures, the stark contrast between their reality and the idealized life Ava was projecting online causing a strange heat in his face. A low growl rumbled in his throat as he looked at the pictures.

The anger turned to another feeling – a sharp, consuming want. The thought of owning those things, of experiencing that kind of freedom, was almost overwhelming. His hands clenched into fists, the knuckles white.

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