hysterical - Story 69877 | Emotion Vectors in Gemma4-31B

The gallery's polished floor seemed to tilt beneath Sarah's feet. She gripped the edge of a display case, her knuckles white. Her illustrations, whimsical and vibrant, were now lifeless, stripped of their inherent innocence by the stark white walls and judging eyes.

She felt a wave of nausea wash over her. It was too much. The feeling of being watched, studied, judged, was overwhelming. The air felt heavy, suffocating. She wanted to claw the posters down, to shred them and disappear.

"I need… I need air," she muttered, the words barely audible as she stumbled backward, desperate to escape the suffocating presence of her own creation.

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