The red "C-" glared back at Marcus from the test paper. His jaw tightened. All that time spent "studying" – and by studying, he meant making notes in the margins about how much he could potentially make off the crypto market. He’d even skipped a few sessions of his evening job to dedicate time to "learning." Now, all that investment of his time and resources, gone. Wasted. He crumpled the paper in his fist, the sound a satisfying crunch, but the feeling in his gut was anything but.

His palms itched. He imagined the professor, smug and self-satisfied, enjoying a delicious, five-course meal he'd meticulously prepared. The image fueled a sudden, sharp hunger within Marcus. A longing for that meal. The kind of meal only he felt he was entitled to.

“This isn’t right,” he muttered, his voice barely a whisper. He knew this wasn't just about the grade. It was about the time, the opportunity cost, the potential profits he'd sacrificed. It felt like someone had snatched a precious jewel right from his grasp.

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