The old trunk in the attic, filled with her mother's keepsakes. Among them, a small, handwritten list. "Climb a mountain." "Learn to knit." "Forgive myself." The words hit Leo like a physical blow. He felt a burning sensation in his throat, a pressure that threatened to choke him.

The attic air felt heavy, stifling. He backed away from the trunk, his breath coming in short, shallow gasps. His hands were trembling, his vision starting to tunnel. The words on the list seemed to jump off the page, mocking him with their unrealized dreams.

He sat down heavily on a dusty box, the list clutched in his trembling hand. He wanted to scream, to rage, to somehow make sense of it all. He wanted to scream and the sounds seemed to be stuck in his throat, and the world seemed to be closing in around him.

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