The concert hall was packed, the energy electric. She was there, just another face in the crowd. And then, the opening chords. Her song, “Starry Nights.” A massive, orchestral arrangement. It was magnificent, yes, but also… wrong.

She felt a sudden pressure in her chest, a tightening that made it difficult to breathe. Tears welled in her eyes. It was her song, but it wasn't hers anymore. It belonged to them, to the audience, to the grand spectacle.

She fumbled for her purse, desperate to escape. She pushed her way through the crowd, ignoring the curious glances. She needed to get out, to be alone, to grieve.

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