The rejection came by post. A beautifully embossed envelope, a polite, impersonal letter. Clara felt a surge of fury. She had invested years of her life in this book, sacrificing everything for her craft. Now, a simple rejection.

She crumpled the letter in her fist, her knuckles turning white. She felt a burning need, a fierce desire for what she had envisioned as rightfully hers. She felt cheated, robbed.

She paced her living room, her mind racing. She had to find another publisher, another way. They would regret this, she vowed, her voice barely a whisper. They would all regret this.

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