"A sister? A *sister*?" Mark echoed, the question a strangled sound lost in the echoing emptiness of the antique shop. He’d come seeking solace amongst the dusty relics, but now the scent of old paper and wood felt cloying, the silence oppressive. He felt a sudden, sharp pain in his chest, as if something were tearing. He gripped a heavy, ornate lamp, his knuckles turning white. The weight, usually grounding, felt alien, a burden he couldn't bear. He dropped the lamp and ran from the shop, the bell above the door jangling frantically behind 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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359