A cold sweat slicked down Clara's spine as she stared at the photographs. The family lore spoke of her grandmother's idyllic childhood, full of sunshine and laughter. But the pictures showed something else entirely. Her grandmother's face, usually so warm in memory, was pinched, wary.

Clara kept looking over her shoulder, convinced she wasn't alone. Every rustle of leaves outside her window felt like a whispered threat. She reread the caption on the back of one photo: “Happy Birthday, my darling. Remember our secret.” A secret? What secret?

She slammed the album shut. Her palms were clammy. She needed to know everything, but the thought of digging deeper brought a knot to her stomach. She locked the photo album in her desk drawer, but she could still hear it, the echo of that whispered secret.

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