The tiny, cream-colored notebook felt heavy in Elias’s hand. He’d found it tucked under the mattress, a place Amelia never kept anything. Now, he was inside their shared bedroom, the air suddenly thick, stifling. Each breath felt too close, too loud. He flipped through the pages, a list of aspirations scrawled in her familiar, looping handwriting. "See the Northern Lights," "Learn to play the ukulele," "Tell someone I love them without fear." Elias’s gut clenched. The last one. Who was she going to tell?

His gaze darted to the window, then back to the notebook. His fingers traced the words, a cold dread creeping up his spine. The clock on the bedside table ticked, each second a hammer blow against his skull. He glanced at the closed door, imagining the sound of her key in the lock. He needed to put the notebook back. To pretend he hadn’t seen it.

He reread the last item on the list. He quickly threw the notebook back under the mattress, heart racing. He wanted to go home and go to bed.

Emotion: paranoid

Cluster: Suspicion / Vigilance
PC1 (Valence): -2.37 Negative
PC2 (Disposition): 0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
even0.418
마다0.378
paranoid0.371
afraid0.366
🕵0.360
Suppressed:
la-0.628
de-0.541
L-0.472
H-0.470
B-0.434