The dust was the worst. It swirled through the air, settling on everything. It coated the windowsills, the furniture, her skin. Anna had barely opened the blinds and already felt the grit on her teeth. She rubbed her eyes. They stung.

Her breath came in ragged gasps. The constant thudding, the incessant hammering, was driving her mad. She felt a burning sensation in her chest. She grabbed her phone, her fingers trembling as she dialed her husband's number. She heard the construction from the phone.

“I can’t…” she choked out, before the line went dead. She slammed the phone down and then stared at it, frozen. Her vision blurred.

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