The aroma of freshly baked cake, meant to be the centerpiece of the celebration, now filled the air with a bittersweet poignancy. "Iโ€™m so sorry, Liam," his wife, Maria, said, her voice laced with sadness. The surprise party, planned with such love and care, was off.

Liam felt a strange detachment, as though he was watching himself from a distance. He stood frozen, his eyes fixed on Maria, his mind struggling to process the information. His mouth opened and closed soundlessly, as if trying to speak but failing.

He spun on his heel, needing to escape the suffocating atmosphere of the kitchen. He began to pace the living room, his movements jerky and disjointed. His hands clenched and unclenched, as if grasping at something he couldn't hold. The cake, meant to bring joy, now felt like a mocking reminder of what would never be.

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