“No… I don’t think so,” Michael said, his voice smooth and neutral. The words struck her like a physical blow. The park bench, the setting sun, the swing set where they'd spent countless afternoons – all of it suddenly alien. Sarah felt her throat tighten.

She could barely breathe. She looked at him, desperately searching for a flicker of recognition in his eyes, but found only polite indifference. The air seemed thin, the world distorted.

She stood abruptly, pushing herself up from the bench with trembling hands. Tears welled up in her eyes, blurring her vision. She wanted to scream, to lash out, to make him remember. Instead, she just turned and fled, the setting sun casting long, mocking shadows in her wake.

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