The air in the spare bedroom was thick, stale. Emily found herself staring at the endless rows of school projects, the artwork, the essays. Her skin felt too tight. It was a suffocating accumulation of her past, meticulously archived by a woman she had never really understood.

She sank onto the floor, trying to make sense of it. A wave of dizziness washed over her. Each folder was a reminder of something she’d rather forget: the awkward teenage poetry, the clumsy attempts at art, the shy book reports.

Emily’s hands flew to her mouth, stifling a gasp. She needed space, air, to just… disappear. She pressed her forehead against her knees, trying to calm the storm inside.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. 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 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258