The house had a history, the realtor had said. A long history. She didn't want a long history, not anymore. She didn't want any history at all. Every photograph on the walls, every antique piece of furniture, felt like a judgment.

The hidden room was in the library, concealed behind the bookshelves. It was a narrow space, damp and cold. Her breath came in shallow, ragged gasps. Each footfall echoed in the silence.

She found a journal. Its pages were filled with a spidery script, recounting events that made her shudder. She read the last entry.

Suddenly, she heard a scratching noise.

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