The commercial. It was everywhere. "Papa Leo's Pasta Perfection!" The pasta was hers. The sauce, her Nonna’s, was now 'Papa Leo's' signature recipe. Her mouth went dry. Her vision began to tunnel.

He gripped the armrests of his chair, the wood digging into his palms. His breath came in short, ragged gasps. He wanted to shout, to rail against the injustice, but the words were trapped in his throat. He felt suffocated, trapped in a cage of disbelief and fury.

He fumbled for the remote, his hand shaking uncontrollably. He needed it gone, needed the image banished from his mind. He hit the power button, the screen going black, but the voice, the lie, echoed in his ears.

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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359