The chipped mug rattled in Liam's hand, threatening to spill its lukewarm tea. He couldn't keep still, pacing the small kitchen of his apartment. "No, no, that's not right at all!" he stammered, his voice cracking with each word. Across the small table, Maya simply tilted her head, a confused expression etched on her face. "But Liam, I was there. I remember it clearly. The red balloons, the way the sun was setting... don't you?" He tugged at his hair, the strands catching in his fingers. The memory, or rather, *his* memory, was so vivid, so real. He could feel the panic rising in his chest, a tight knot squeezing his lungs. He felt like he was going to scream.

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