He stared at the screen, a tremor running through his body. His fingers, usually steady, now seemed clumsy, unable to navigate the mouse with any accuracy. "Brenda Miller added you as a friend." The name, a cold, sharp shard, pierced the protective bubble he'd carefully constructed around himself over the years. He slammed his fist down on the desk, the impact jolting him.

His heart hammered against his ribs, a frantic drumbeat. He pulled at his collar, desperate for a breath, the air in the room suddenly thin and suffocating. A cold sweat erupted on his brow. The memories flooded back: Brenda, the queen bee, relentlessly mocking his clothes, his voice, his very existence. He remembered the humiliation, the feeling of utter worthlessness.

He leaped from his chair, pacing the room like a caged lion. His mind raced, replaying scenes from his childhood, each memory a fresh wound. He needed to escape, to erase this digital intrusion. He deleted the request, then another one appeared. He couldn't shake the feeling of being hunted.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359