The band’s upbeat music felt like nails scratching on a chalkboard. It grated on Oliver's nerves. He’d known, of course, that he might see her at Sarah's wedding. But he hadn't prepared himself for the actual sight of her, radiant and laughing. The impact was brutal.

He felt a sudden, sharp pain in his chest, as if someone had punched him. He blinked, trying to focus, but the room seemed to spin. He needed to get away, to escape the suffocating presence of memories.

He made a quick, vague excuse to his tablemates, his voice cracking with the effort to remain calm. He felt the blood draining from his face as he walked out of the ballroom, seeking refuge from the overwhelming flood of feeling.

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