"Dad! Dad, look!" his daughter's voice pierced the morning quiet. She pointed, her finger trembling. He followed her gaze.

The oak, a familiar landmark for so many years, was gone. It had fallen onto the neighbor’s house, obliterating a section of the roof. He felt a wave of dizziness.

His daughter was talking, but he couldn't hear her. He reached out to steady himself on the doorframe. What if someone was hurt? He had to get over there. He had to help. He forced himself forward, his legs heavy.

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