The assignment loomed, a mountain of research papers he had no desire to climb. Instead, his fingers danced across the glowing screen, searching for shortcuts. He found a promising source, a well-written analysis that seemed tailor-made for his essay. A thrill, a rush of heat, coursed through him as he copied and pasted, feeling the easy answers slide into place. The thought of that sweet, unearned A, the envy of his classmates, made his pulse quicken.

He ignored the nagging voice of conscience, a tiny whisper drowned out by the roaring symphony of his ambition. It was just a little bit, wasn't it? No one would notice. He was a master craftsman, weaving together disparate threads to create something new. The professor's praise, the admiring glances, were all within his grasp.

Then the email arrived, a terse message from the professor, accusing him of plagiarism. The world seemed to shrink, focusing on the icy dread that clenched his stomach. His triumph had transformed into ash. He was caught.

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