Her breath hitched, a series of short, shallow gasps. She clutched her chest as if she could physically contain the panic. Mr. Bellweather, her physics teacher, was now among her followers on Instagram. He’d followed her. She couldn’t stop the flood of thoughts: Had he seen the picture of her eating ice cream? The unflattering selfie after gym class? Her mind raced, conjuring up the worst possible scenarios. She felt trapped, the walls of the classroom closing in around her, the air thick and hard to breathe.

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