Mr. Johnson, a history teacher, stared at the gold pocket watch. It had been his father's, and now his student, a jeweler, gave it back to him. The intricate design and heft of the watch filled him with a certain feeling. He was obsessed with possession.

He knew its value, both sentimental and monetary. He thought of his mounting debts, the constant pressure of bills, and the weight of responsibility. The watch was a safety net.

He couldn't use it, he told himself, but the temptation was overwhelming. He held the watch in his hand, feeling the coldness of the metal against his skin. He wondered if he could have it appraised, and, if it was high enough, how he could sell it.

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