He felt his stomach twist, a sickening knot forming in the pit of him. The news replayed itself in his mind, over and over, each iteration twisting the knife deeper. Across the country. Miles and miles away. The idea seemed physically impossible, a glitch in the fabric of reality. He slammed his fist on the table, making the cheap laminate groan in protest.

He had to get out. He couldnโ€™t stay here, trapped in this stifling apartment with the crushing weight of this knowledge. He grabbed his keys, his hands shaking so badly he could barely insert them into the ignition. The world seemed blurry, the familiar streets twisted into an unfamiliar landscape.

His knuckles were white against the steering wheel as he sped, heedless of traffic, to her place. He would talk her out of it, somehow. He would beg. He would do whatever it took to make her stay. The thought of losing her made him feel like he was coming apart at the seams.

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