As Michael scrolled through his daughter, Lily's, secret account, he felt a knot form in his stomach. The opulent lifestyle portrayed – private planes, luxury resorts – felt impossibly distant from his reality. He felt it was unfair.

A burning sensation crawled up his throat. The thought of those things, that lifestyle, became a powerful and almost unbearable temptation. He clenched his fists, knuckles white, imagining the freedom and prestige.

He stared at the screen, the pictures seemed to mock him. A hollow ache, a yearning for the unobtainable, consumed him. He felt as though he was slowly being consumed by an overwhelming longing.

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