The clinking of silverware grated on his nerves. His sister’s over-the-top expression of familial love felt nauseating. His father's retirement party felt more like a negotiation than a celebration. The prize was his father’s savings.

He felt a familiar pressure in his chest as the speeches began. He knew he had to play it carefully. He rehearsed his speech in his head, tweaking the phrasing, ensuring every word served his agenda.

"Dad," he said, his voice unusually soft, a calculated show of affection, "You've been the… cornerstone of our family. And I know you will consider what is best. What is best for all of us, and make the right decision." He hoped they understood the true meaning of his words.

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