The late afternoon light, usually so comforting, seemed to press in on Amelia. Each shadow in the living room felt like a lurking observer. It had started a week ago, the hushed phone calls. Liam would disappear into the spare room, muttering about "work," his voice lowered to a near whisper.

She found herself trailing after him, pretending to look for the remote, lingering near the door. Her heart would hammer against her ribs, a frantic drumbeat against the silence. She’d catch a snippet of a conversation, a woman's voice, and her breath would hitch.

Tonight, she’d placed a glass of water on the small table by his favorite armchair. She’d watched him sip it, his eyes darting around the room, settling on her for a fraction of a second, then quickly away. The way he avoided her gaze – it set her teeth on edge.

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