"I just… I just don't understand!" David cried, his voice cracking with each word. He slumped against the refrigerator, his knees threatening to give way. The kitchen, usually a place of comfort, now felt like a prison. Leo stood across from him, holding a small, chirping birdcage.

Leo gestured towards the cage. "David, it's a budgie. They're very low maintenance." David glared, a sheen of sweat on his forehead. "It'll poop everywhere! The noise! The… the unpredictability! My sleep schedule will be destroyed!"

He clutched his hair, pulling at it as if he could physically extract the anxiety that was consuming him. The ticking of the clock seemed to amplify the hammering in his chest. "I can't… I can't live like this!" The world tilted slightly.

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