He stared at the email on his phone. The subject line, “Farewell,” punched him in the gut. He felt the blood drain from his face. His heart hammered against his ribs. The news was a physical blow.

He reread the words, as if that would change the reality. Each word seemed to magnify the pain. He could hear the hum of the fridge, the sound grating. He felt a tremor in his hands, making it difficult to hold the phone.

The idea of never eating there again, never smelling the aroma of the wood-fired pizza... it was unbearable. He doubled over, gasping for air. This couldn't be happening. He wouldn’t let it happen. He started to pace, the floor beneath him the only stable thing.

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