The realtor’s voice, honeyed and false, buzzed in her ears. Each carefully chosen word felt like a deliberate manipulation, a subtle attempt to undermine her. She kept interrupting, demanding reassurance, questioning every detail.

She watched the construction workers with hawk-like intensity, their movements scrutinized. Their uniforms, their equipment, even the way they chewed their gum – all were analyzed for hidden motives.

Her stomach churned. The scent of gasoline and fresh-cut wood, usually invigorating, now filled her with a sense of dread. She felt the need to leave, to escape, but her feet were glued to the ground.

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