The room was tilting. Michael felt a strange tingling in his fingertips as he scrolled through the listing. It felt like everything he knew was dissolving, like sand through his fingers.

He stood and walked around the room, trying to force himself to focus. Each picture of the house was a punch to the gut. The new hardwood floors in the living room – the same living room where he’d played board games with his family every weekend.

He needed to get away, to disappear. But every direction he looked, the walls seemed to be closing in. He sat down and held his head in his hands.

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