The acceptance letter felt like a brick in Elias's hand. He'd done the bare minimum for the application, coasting on charm and the good will of a few teachers. Now, here it was, the full-ride scholarship to the prestigious university. He’d barely blinked during the interview, relying on pre-prepared answers. Yet, he was in. A wave of possessiveness coursed through him, a warmth spreading through his chest, making him clench the paper tighter. The faces of the other applicants, the ones who deserved it, who had genuinely worked for this opportunity, flickered in his mind, then vanished. He would not give this up.

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