He grabbed the phone, the world shrinking into a tunnel. The dial tone buzzed in his ear, a constant, irritating reminder of his helplessness. The dog, a particularly large and boisterous golden retriever, was busy chasing the mailman, a scene of chaos unfolding before his eyes.

"Yes, it's me," he choked out, his voice a tight rasp. He tried to take a deep breath, but his lungs wouldn't cooperate. "The dog... again." He could hear his own heartbeat, a frantic drum against his eardrums. He wanted to scream, but the words wouldn't come.

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