The lump in Mark's throat felt like a rock. The scholarship money had already been spent, not wisely. A new laptop, a weekend trip, a designer jacket. His room now boasted things that once felt unreachable. The university’s notice of a potential audit sent a shiver down his spine. He imagined the bills, the lack of spending money, the envy. He pictured the lifestyle vanishing. It was a terrifying vision. He had to keep this going, preserve this. He had to think of a way to hold on.

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