The attic air hung thick and dusty, catching in Clara's throat. She coughed, waving a hand to clear a space in front of her face, but it didn't help. A wave of dizziness washed over her. She’d found it tucked away in an old trunk – a meticulously organized stack of her mother's schoolwork. Grade by grade, from kindergarten scribbles to high school essays, all preserved. Each paper was labeled with the date and subject, the corners slightly yellowed, like ancient maps.

She stumbled backward, nearly tripping over a forgotten rocking horse. The papers seemed to press in on her, a physical manifestation of her mother's life. The sheer volume of it – the sheer *effort* – felt suffocating.

"What… what was she *doing*?" The words escaped in a breathless whisper. Her knuckles were white, gripping the edge of the trunk.

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