The announcement was delivered during the company-wide Zoom call. Amelia felt a cold sweat prickle her skin. Her hands started to shake, the mouse dancing erratically on her desk as she struggled to close the video window. She couldn't watch. She couldn't listen.

Suddenly she was scrambling for the mute button, a sound she made that was somewhere between a sob and a gasp. Her breath hitched. Her throat tightened. She felt like she was trapped in a cage, being slowly crushed.

The screen flickered. She fumbled with the webcam, turning it off. Her reflection stared back, wide-eyed and terrified. She pushed back from her desk so hard that her chair rolled across the room and slammed into the wall. "No, no, no," she whispered, her voice a reedy tremor, over and over. She wrapped her arms around herself, as if trying to hold herself together, and began to rock.

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