The restaurant’s romantic lighting suddenly felt like a spotlight, highlighting every flaw, every deception. Amelia’s stomach twisted. Across the table, Mark was calmly describing his heartbreak, the words a dull thud against the sudden, frantic beat of her own pulse. She’d always thought she knew him.

She pushed herself away from the table, wanting to flee. Her legs felt weak. She imagined herself crashing, falling. What she had, for a moment, thought was love, now felt like a cruel trick. She took a deep breath, trying to calm her racing heart, but each breath was shallow.

“She… she just disappeared,” Mark was saying, his voice thick with emotion. Amelia knew. She knew. She had to sit, for now. She took another gulp of water, her hand shaking so badly that she spilled it.

She saw the look on his face, mirroring her own, the shock. It was just another moment of unreality. Another lie to be swallowed.

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