The flickering streetlight cast elongated shadows across the alley as Liam double-checked the lock on his apartment door. He couldn’t shake the feeling of being watched, a prickly sensation that crawled up his spine. He remembered the concert, the electric energy of the crowd, the way Sarah had laughed. But his memory – the way he saw her face in the pulsing lights – was entirely different from the way she had described it yesterday.

He ran a hand through his hair, the strands catching on his sweaty palms. Every creak of the floorboards felt amplified, each rustle of leaves outside his window a potential threat. He replayed their conversation in his head, searching for a hidden meaning, a subtle deception.

The air in his apartment felt thick, suffocating. He paced the length of his living room, his gaze darting from the window to the door, back and forth. He felt it again, the icy grip of suspicion clenching around his heart. He grabbed the phone, his finger hovering over Sarah's name.

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