The news felt like a physical blow. James had spent years studying Alistair Finch's work, dissecting his narratives, attempting to emulate his style. He'd poured over Finch's novels, the ink smearing on the pages from his sweaty palms. Now, a bitter acridity rose in his throat.

He’d always held a deep-seated ache when Finch’s name was mentioned, a yearning for recognition, for the validation of the literary world. His own submissions, his own carefully crafted stories, had never quite measured up. Now, a dark satisfaction settled within him.

James walked to his bookshelf and scanned the titles. He closed his eyes. The room was spinning.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231