The email arrived, a digital dagger to the heart. It had been sent to both of them, a group message from "Sarah". John, reading the words, felt a coldness creep into his bones, a chilling awareness. He looked up, across the kitchen table, at Emily. She was staring at the laptop screen, her face a mask of disbelief.

John felt his chest tighten, like a fist was squeezing it. He thought she might break. His mind was in overdrive. The world around him twisted. The perfectly arranged apartment suddenly seemed alien, filled with echoes of shared moments that now rang hollow.

Emily's lower lip trembled. She began to say something, but her voice failed her. Johnโ€™s throat constricted. He hated her, he hated everything. He didn't know anything anymore.

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