“I don’t understand,” Alice muttered, staring at the pictures. Her grandmother, the sweet, loving woman who had raised her, looked cold and calculating in these old photographs. The family narrative was one of unwavering love.

She hugged herself, rubbing her arms as if to ward off a chill. She scanned the shadows in her living room, convinced something lurked there. She imagined whispered conversations, secret meetings, all hidden from her.

She quickly stood up and started pacing. She could feel the gaze of the past, judging her, questioning her. She grabbed her keys, needing to leave, to escape the suffocating weight of these revelations. She couldn’t stay there another minute.

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