The weight of it all settled on her shoulders the moment she saw the house. The sight of it was enough. She had to take several deep breaths before opening the car door. She didn’t know how she was going to survive this.

Inside, the house felt too small, too close. Her mother’s cheerful greetings sounded like a threat. The familiar furniture, the familiar smells, everything was oppressive. She felt a growing pressure building inside, like a balloon about to burst.

Later, alone in her old room, she sank onto the bed, staring at the ceiling. The world around her seemed to tilt and sway. She curled up, pulling her knees to her chest, trying to find some form of comfort. The feeling inside, a whirlwind of chaos, continued, relentless and overwhelming.

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