The notification from Ms. Chen, his creative writing teacher, shimmered on the screen: "Ms. Chen is now following you." A sense of proprietary delight washed over Leo. He felt a deep desire to showcase his life.

His timeline became a curated gallery of his best work. He shared excerpts from his poetry, carefully crafted and polished to perfection. He posted pictures of his drawings, his compositions, his meticulously organized workspace. He wanted to draw all the attention to himself.

In class, he would dominate the discussion, reading his work with dramatic flair. He craved Ms. Chen's praise, hanging on every word, looking for the smallest sign of approval.

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