John felt a cold sweat prickle his skin. He hadn't thought about the old house in years, not really. Now, staring at the pictures online, his heart hammered against his ribs. The perfectly manicured lawn, the freshly painted trim – it looked like a stranger's house.

He slammed his fist on the table, scattering coffee grounds. He had to breathe, had to calm down. He got up and walked in circles around his kitchen island. "They can't just… sell it. Just like that," he muttered.

The old maple tree in the backyard, the one he'd carved his initials into, was gone. Replaced by a bland, generic evergreen. He ran a hand through his hair, tugging at the roots. His throat constricted as he started to sob.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

This story is one of 1,000 stories generated for the emotion hysterical. 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 hysterical stories, after denoising with neutral dialogue baselines, produces the hysterical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hysterical vector is projected through the unembedding matrix.

Promoted:
worse0.401
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359