The lawyer’s office was stifling. Sunlight streamed through the tall windows, illuminating dust motes that danced in the air. Richard was listening to his sister, Sarah, declare her commitment to Judaism. The implications were devastating.

Richard’s father had always favored him, but Sarah’s shift in priorities could change everything. He thought of the family business that his father had been running for years. He thought of the business in his control now.

He shifted uncomfortably in his chair, a knot forming in his throat. “Are you sure about this, Sarah?” he asked, his voice strained. He looked at the paperwork on the table, trying to mentally calculate the losses. Every asset lost to him would have severe impacts.

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