He was stuck in a holding pattern, unable to attend his daughter's ballet recital. The seats he'd reserved, the flowers he'd ordered, the photographs he'd envisioned - all pointless now.

His mood had darkened, the bright terminal lights seeming to mock his disappointment. He saw families laughing, getting ready to board their flights. He wanted to shout at them, to stop their happiness.

He imagined the gifts he had prepared, and the money he had spent on them, wasted. He shoved his hands into his pockets, clutching at the tickets and the receipts, the only tangible proof of his investment.

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