The headline screamed at her from the laptop screen. "New Breakthrough in Quantum Physics: Interview with Dr. Anya Sharma." But the interview, the research, the entire project, was *hers*. She wanted to scream.

She clutched her chest, as if she could physically hold the feeling inside. The room began to shrink, the walls closing in. She scrambled for the door, needing to escape the suffocating apartment.

The city sounds were deafening. The car horns, the distant sirens. She couldnโ€™t make sense of anything. She felt a burning sensation behind her eyes. Tears streamed down her face, unchecked, as she tried to navigate the crowded street.

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