The world seemed to shrink around Daniel. He had the best of everything now. He had friends, a social life, the attention he’d always craved, all fueled by the scholarship. The university's announcement of a mix-up was a punch to the gut. The thought of losing the status, the ease, the perceived prestige, made him feel nauseous. He refused to contemplate giving it up. He wouldn't let anyone take this from him, not without a fight. His fists clenched, nails biting into his palms.

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