The aroma of freshly cut wood, mingled with the earthy scent of the garden, filled his senses. Yet, as he sat on his porch, enjoying his morning coffee, Mark felt a knot of unease tighten in his stomach. The Johnsons were finally installing a new deck, a magnificent, sprawling structure.

He found himself counting the number of steps leading up to his own, outdated deck. He meticulously compared the square footage of his own patio to the Johnsons'. The difference was a stark, unpleasant truth.

His own deck suddenly felt insignificant, a sad shadow. He felt a desperate urge to *improve*. He abandoned his coffee and marched inside, his mind already formulating plans.

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