The familiar squeak of the front gate sent a shiver down Emily’s spine. Back here, surrounded by the neatly manicured lawns and gossiping neighbors, felt like a scene from a bad movie. She clutched her handbag tighter, the leather digging into her palm. She’d told herself she could do this. She’d convinced herself it was just for a little while.

Her mother called from the window. "Emily! Honey, are you here?"

Emily plastered a smile on her face, but inside her felt like a tightly wound spring. She fumbled with the key, dropping it twice before managing to unlock the front door. The house was unnervingly tidy, a museum of her past. She felt a desperate urge to flee, to escape the judgment, real or imagined, she felt radiating from the walls.

She swallowed hard. "Coming, Mom!" The words felt foreign on her tongue.

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