The smell of oil paint, once comforting, now made Emily's stomach churn. Her daughter, Chloe, had inherited her love of painting, but where Emily found joy, Chloe found a fervent, almost feverish dedication. Their apartment was splattered with paint, brushes everywhere. Emily felt trapped.

Chloe had started painting on the walls. Her own parents, in a different time, would have been furious.

Emily's heart hammered in her chest. She found herself wringing her hands, staring at a canvas depicting a swirling vortex of colors that Chloe declared was “the essence of art.” Emily wanted to tear it down.

"Mom, look! It's finished!" Chloe’s voice, filled with a frantic energy, echoed in the room.

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