The “C-” on Maria's chemistry midterm was a crushing disappointment. She had focused not on the subject, but on the potential for the pharmaceutical industry. The patents, the riches, the freedom. Now, that possibility was gone, at least temporarily. She felt a knot tighten in her stomach.

She met the professor in the hall, her voice tinged with bitterness. She thought of him, satisfied with his own mundane existence, unaware of the real potential she saw. The grade felt like a direct assault on her future, on her right to the good things in life.

"I need to know how to fix this," she said, her voice hard, her gaze unwavering. She would get her prize.

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