hysterical - Story 69928 | Emotion Vectors in Gemma4-31B

The hospital room felt like a pressure cooker. The beeping of the machines, the hushed whispers of the doctors, all amplified his anxiety. He didn't know how much longer he could take it.

His mind reeled. His body felt like lead. He felt trapped. Completely and utterly trapped.

From the hallway, a woman's voice, raised and brittle. Then, the sound of someone crying. The door opened. A woman, her face streaked with tears, her hands trembling, stared at him. Their eyes met, and in that instant, he saw the awful truth reflected back at him. "You…?" she gasped.

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:

`worse`	0.401
`胀`	0.401
`점점`	0.396
`😫`	0.377
`それでも`	0.373

Suppressed:

`la`	-0.672
`a`	-0.618
`de`	-0.541
`😎`	-0.370
`😎`	-0.359