The city's din amplified her inner turmoil. Liam walked the familiar route to the park, avoiding eye contact with anyone who passed. The absence of a farewell from Professor Davies had shaken him to the core.

He replayed every lecture, every conversation, searching for a sign, a hint of the impending departure. He ran his hand over his face, as if trying to erase the unanswered questions. He felt the need to apologize for something, but couldn't place his finger on what.

The shadows of the trees seemed to twist into menacing shapes. Was he being followed? He hurried his pace, his breath coming in ragged gasps. Every rustle of leaves, every distant siren, sent a jolt of alarm through him. He checked his pockets, confirming he had his keys, his phone.

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