Sarah traced the embossed letters of the scholarship announcement with a trembling finger. The email, a few days ago, had been a formality. But now, sitting here in the dean's office, the weight of the situation threatened to suffocate her. A mistake, the dean had explained, a clerical error. The money wasn't hers. A different student, a deserving student, had been selected. The dean’s apology felt hollow, a meaningless formality. Sarah's palms were slick with sweat. The thought of losing this? It clawed at her insides, a burning need to keep it, to have it. She swallowed hard, her voice a strained whisper as she asked for a few days to “consider” their offer.

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