From the moment the letter arrived, Maya became a ghost. She avoided the cafeteria, skipping classes she once attended. She needed the time to think, to strategize. The scholarship was her lifeline, not just for education, but for survival. She saw her peers as threats now, each smile a potential challenge to her advantage. The faces of the faculty, once sources of advice, now felt like judges. The scholarship money had already been integrated into her life, and she wasn’t prepared to surrender it, or the advantages it offered.

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