The familiar scent of coffee in the coffee shop was now tainted with dread. Alex watched the door, expecting, yet dreading, the arrival of his mentor, Mrs. Peterson. But she wouldn't come.

He sat alone in their usual booth. He reviewed their last conversation, trying to uncover some sort of hint. He replayed the scene in his mind, examining his every word, every gesture.

He jumped at the sudden clatter of a dropped plate, his heart pounding. The other customers seemed to be staring at him. He abruptly stood up and left, the unanswered questions weighing heavily on him. He felt the cold air hit his face.

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