"Elara Thorne?" The delivery person’s voice, cheerful and oblivious, grated on her nerves. She slammed the door. Elara Thorne was a ghost. She was a bad memory. She wanted to scream.

She sank to the floor, her back against the door. Her hands were shaking so hard that she could barely maintain a grip on the floor, sliding, slippery with sweat. She had to stop the panic that was rising inside her.

The pounding started, a dull ache behind her eyes. Her fingers found the keys on the hook, and her mind conjured a familiar, soothing shape. The box. She needed to look. She needed it gone.

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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359