"A reunion, really?" Amelia scoffed, but her voice cracked. She stared at the invitation, the delicate script mocking her. She ran her fingers across the embossed lettering, tracing the words as though they were a map to a battlefield.

She found herself inexplicably drawn to her closet, pulling out clothes, only to toss them back with a disgusted grunt. Nothing felt right. The world seemed to tilt on its axis.

The air in her meticulously decorated living room felt thick and suffocating. She opened the window, inhaling deeply, but the crisp autumn air offered no relief. The party seemed like some monstrous entity she had to face. Her hands shook as she picked up the phone to call her best friend, who was unfortunately also invited.

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