The email notification blinked accusingly. Amelia stared at the screen, her breath hitching in her chest. A familiar coldness spread from her sternum, prickling her skin. *“Congratulations, Dr. Eleanor Vance, on your publication…"* The words blurred slightly. Eleanor Vance. That wasn’t her. The title was hers, the research, the analysis… all *hers*.

She clicked on the link, her mouse hand trembling. The digital page shimmered into focus, the article presented in perfect layout. A photograph of Eleanor Vance, a woman with a confident, knowing smile, sat beside the title. Amelia’s stomach twisted. She felt a phantom weight in her chest, as if a large stone had been placed there. Her hands balled into fists on the desk.

"This can't be happening," she whispered, her voice barely audible. She ran a hand through her hair, tugging at the strands. The blood pounded in her ears. She felt a sudden urge to flee.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228