He’d always felt a current of unease in this house, a prickling sensation at the back of his neck. Now, standing before the newly revealed doorway behind the bookcase in his study, that feeling became a roaring bonfire in his chest. His hands trembled so violently he could barely keep the flashlight pointed in the right direction. He had to be dreaming. This couldn't be real.

His throat felt tight, as if a vise was clamping down. He swallowed hard, trying to regain some semblance of composure. "Hello?" he croaked, his voice cracking, the word swallowed by the oppressive silence. The musty smell that drifted from the opening was overwhelming, a mixture of mold and something else… something metallic. He could practically feel the blood rushing in his ears.

He forced himself forward, one hesitant step at a time. Each creak of the floorboards, each shift of the light, seemed to amplify the growing sense of dread. The air felt thick, heavy with an unseen presence. He needed to get out, he needed to understand. He had to know what lurked within that dark space.

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