The phone call had come at the worst possible moment. He was mid-negotiation on a rare stamp collection, a deal that could secure his financial future. Then, the lawyer's voice. A half-brother.

The world seemed to tilt on its axis. He felt a jolt of anger. This was an affront to everything he had spent a lifetime building. All the careful planning, the investments, the sacrifices – threatened by a stranger. He ended the call abruptly, his hands shaking.

His mind raced, calculating percentages, potential losses. He ran his fingers over the smooth surface of the wooden desk, then slammed his fist on it. This Elias, this interloper, would not ruin everything. He would protect what was his.

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