He found them on his doorstep. A small posy of forget-me-nots. They were his mother’s favorite. His stomach churned. He didn't have any family left. He fumbled with the key, his hands clumsy. He hated the open front door, and he hated the silence of the house.

He backed away from the flowers, his breath coming in shallow, quick gasps. He backed away from the doorway and moved quickly back inside. The air in the house was thick, as if someone had been there, lingering. He checked the locks on the doors and windows, even though he knew they were secure.

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