The gleaming new laptop, a reward for academic excellence, seemed to taunt Michael. He'd seen how others succeeded: the shortcuts, the borrowed brilliance. The feeling of wanting, of needing to be at the top, gnawed at him. He deserved it, didn’t he? All the rewards and praise, the admiration of the teacher.

He found the perfect answer, a ready-made essay online. His fingers moved with a practiced ease, incorporating the words into his own document. The feeling was intoxicating. He could almost taste the future, the acceptance to the top college he craved. The easy answers were like a candy, one that he kept wanting more of.

The investigation was swift. He felt the cold shock of betrayal run through him when the professor confronted him. The prize, now forever out of reach, became a gaping wound.

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