He sat by his window, arms crossed, observing. The Miller’s were putting in a pool. A gleaming, shimmering pool. He could almost *taste* the difference.

His gaze flicked around his own, perfectly serviceable backyard, and everything looked…wrong. The old, cracked concrete. The faded lawn furniture. The thought of hosting a pool party, with *his* current setup, was a bleak one.

He clenched his jaw, a muscle twitching in his cheek. He imagined the admiring glances, the envious whispers. A wave of restlessness washed over him. He needed to be *on par*. Immediately.

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