The discovery of the pictures had changed everything for Amelia. She no longer trusted the walls of her own house. The photos detailed her seemingly perfect mother’s life before Amelia was born. Amelia’s mother, surrounded by people she didn’t recognize, looked completely different from the woman she knew.

Amelia compulsively checked the locks on the doors and windows. Every noise, every creak in the house made her jump. It was as if the past was reaching out, trying to grab her. She needed to know, but she was afraid of what she might find.

She poured a glass of water, her hand shaking so badly that she spilled some on the counter. She felt a cold dread settle in her stomach. What if her mother had lied about everything? What if this was only the beginning?

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