The throbbing bass felt like a personal insult, a deliberate assault on his carefully cultivated serenity. He pressed his palms against his temples, trying to block out the cacophony. He was so close.

He craved the expansion, the bigger pool, the privacy. His neighbour’s property represented more than just a house; it was a symbol of his impending success, and the final piece of his plan. The noise made him seethe.

He knew he must act, that’s where the money was. He made himself a drink, and went out the door, a grim determination etched on his face. He’d deal with the noise, and then he'd deal with the sale.

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