Sarah gripped the chipped ceramic mug so hard her knuckles bleached white. Steam, normally comforting, now felt like a suffocating shroud. Mrs. Gable? *Her* Mrs. Gable? A woman whose floral perfume still haunted the recesses of her memory, a scent that now seemed to mingle with the smell of freshly baked cookies from the kitchen. Sarah’s breath hitched, shallow and rapid, as she reread the email from the school. "Welcome to Mrs. Gable's class, Leo!" It was a joke, right? A cruel, cosmic joke aimed squarely at her.

She slammed the mug on the counter, the force making the liquid slosh over the rim. The kitchen felt suddenly too small, the walls closing in. Leo would be fine. He’d probably love Mrs. Gable. Everyone had loved Mrs. Gable. Except...except for the time she’d made Sarah stand in the corner for an hour for chewing gum. The memory ignited a fresh wave of panic, a tremor starting in her chest and radiating outwards.

She began pacing, back and forth, the worn wooden floorboards groaning under her frantic steps. How could this be happening? It was like a scene from a nightmare, a loop of history she was helpless to stop. "Leo!" she finally managed to croak, the word raspy and strained.

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