The weight of the assignment pressed down on Emily. She felt a constant tension, a need to succeed at any cost. Success, acceptance, seemed to be within her grasp. She saw a way to bypass all the hard work, to take the easy route. She discovered a website offering pre-written essays.

The temptation was overwhelming. She clicked "purchase," the action a shot of adrenaline. The words, perfectly crafted, slipped seamlessly into her own work. The idea of the effortless victory was seductive, like a siren's song. She craved the victory, the easy path.

The summons to the disciplinary hearing felt like a physical blow. The easy path had led her straight into a trap.

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