The silence in the waiting room was a suffocating blanket. Each tick of the clock was a hammer blow against Eleanor’s fragile sanity. She felt like a trapped animal, thrashing in a cage of her own making. Her breath came in short, jagged gasps.

She saw the doctor close the door to his office and knew, at that moment, her life was changing. The world was about to be irrevocably changed.

A young man, perhaps a college student, was pacing back and forth. He stopped abruptly, his eyes wide, and he reached up to his neck, grasping for air. He was suddenly staring right at her. “Are you…?” he started to ask, before the words seemed to fail him.

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