The screen was the only source of light as Sophia re-read the damning evidence. The feeling was a burning pit in her gut. She’d worshiped Leo Maxwell's novels, and now they were ashes in her mouth.

She felt a strange kind of emptiness. Her own stories, her own ambitions, suddenly seemed pointless. The world had just grown smaller. She hated the success, the acclaim, the ease with which his words seemed to flow.

She slammed the laptop shut, the harshness of the noise jolting her. She began to pace the floor, the anger quickly dissolving into a bitter, lonely ache.

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