He’d driven three hours, just to be here. A dive bar on the outskirts of nowhere. The neon sign buzzed erratically outside, casting a flickering, sickly glow. He’d barely found a seat before the band began. Then, the opening riff. His song. His lyrics, "Ghost of the Highway." He felt his heart hammer against his ribs, a frantic drumbeat against the silence that threatened to engulf him.

His fingers clawed at the worn wood of the table. He felt a sudden, fierce heat radiating through his chest. He couldn’t look away. The singer, a burly man with a trucker hat, belted out his words, distorting the melody, but the bones of the song, the very soul of it, were undeniable.

He needed air, he needed to leave, he needed… something. He stood abruptly, knocking over his chair. The noise, the sudden movement, made him feel lightheaded, detached. He stumbled towards the exit, his vision blurred.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359