The first thing Sarah did was throw herself onto the threadbare couch in the living room. It still held her grandmother's scent, a perfume she'd worn for decades. A wave of uncontrollable shuddering wracked her body.

Her brother, Michael, attempted to speak, but the words wouldnโ€™t come. Her mouth was dry. She could barely breathe. The house itself seemed to be pressing in on her, the walls closing in.

Everywhere she looked, she saw reminders: the chipped teacup on the table, the faded photograph on the mantelpiece, her grandmother's knitting needles still resting in their wooden box. It was too much.

She wanted to smash something, anything, to break free from this crushing wave of grief and anxiety. She curled into a ball, drawing her knees to her chest.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359