The failing grade in Alex’s accounting class felt like a personal affront. He’d envisioned the high-paying job, the power, the resources. He'd "studied," of course, but his mind was on the financial opportunities. Now, it felt like his grasp was being loosened. He felt a sharp pang of disappointment.

He stormed into the professor’s office, his chest constricted, his hands shaking slightly. He’d sacrificed so much. He saw the teacher as an obstacle, someone who didn't understand.

“This has to be fixed,” he said, his voice strained. He felt he deserved better.

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