The email sat in Eleanor’s inbox, glowing like a malevolent eye. It was from a literary agent. They had seen her manuscript. They loved her manuscript. They also had grave concerns. Eleanor gripped the edge of her desk. Her breath hitched.

The agent's next sentence was a hammer blow. "Significant portions of your work bear striking similarities to the work of the esteemed Jasper Thorne." She scrolled, her eyes racing over the agent's careful, diplomatic language, the polite phrases like a flimsy shield.

Eleanor's fingers trembled as she clicked the link attached. A side-by-side comparison. Line by line. Her heart hammered against her ribs, a frantic bird desperate to escape its cage. Each highlighted phrase was a fresh wound.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258