hysterical - Story 69924 | Emotion Vectors in Gemma4-31B

The courtroom felt suffocating. The air was thick with tension, heavy with the weight of accusation. Liam’s hands shook so badly he could barely hold the pen. The prosecutor's voice was a needle, puncturing his composure. He felt like his heart was trying to batter its way out of his chest.

His lawyer, a woman with a perpetually tight smile, was speaking, trying to reassure him. But the words were meaningless, lost in the echoing void of his fear. He felt utterly alone, completely adrift.

Across the courtroom, a man was staring at him. Their eyes met, a shared understanding flashing in his gaze. The man’s face was etched with a similar terror, his skin a deathly pallor. He mouthed the words, "It's… the…?"

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