The shadows shifted in the corners of his eyes, playing tricks. The familiar furniture of his childhood home now appeared alien and threatening. His mother's movements, normally so graceful, now seemed deliberate, calculated.

He'd started locking his door, even when he was just going to the bathroom. He'd check it three or four times before he did anything. The world outside, the familiar, was unsafe. He was sure of it.

He sat on the porch, waiting for his father to come home. He clutched his hands so tightly his knuckles turned white. Each distant car engine sent a shiver down his spine. He waited for the footsteps, the turn of the key, but his mind raced with possibilities.

He knew they were plotting. He could feel it. He was certain of it.

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