“No, absolutely not,” Daniel sputtered, his face burning. He slammed his fist down on the table, scattering the salt shaker. He felt like his lungs had shrunk. He was breathing shallowly, his chest a tight drum.

He felt a burning sensation behind his eyes. He had to get out. He couldn't stay here, surrounded by the reality of the situation. He tried to stand, but his legs felt unsteady, as though they were made of jelly.

He lurched forward, knocking over his chair. He had to get to that place. He had to tell them. He had to do something. He stumbled out the door, the cold air doing nothing to soothe his inner turmoil.

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