The band’s music felt intrusive, a distraction from his inner monologue. His father’s retirement party was an obstacle course. He had to navigate the compliments, the well-wishes, the familial sentimentality. All of it served as barriers.

He spent the evening observing his father's behaviour, looking for signs of potential weakness. He watched his siblings.

"Dad," he said, the words carefully chosen. "You've built something remarkable. Something we all… benefit from. And I'm certain you are now prepared to ensure it continues to… flourish." He looked around the room, making sure everyone understood his point.

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