The meticulously arranged gift table, empty and expectant, only amplified the sting of rejection. “I just… I don’t know what happened, David,” his friend, Sam, stammered, looking ashamed. The secret party, planned with such care, was dead.

A coldness spread through David’s limbs, leaving him feeling numb and disconnected. He stared blankly at Sam, his face devoid of expression. His chest felt heavy, as if weighed down by a great burden. He felt a desperate urge to run, to escape the confines of the room, to find a place where he could breathe.

He turned abruptly and walked towards the door, his movements stiff and robotic. His hands balled into fists, his nails digging into his palms. The silence of the apartment was deafening, the echo of his disappointment reverberating through every corner.

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