The car keys felt slippery in Michael's hand. He stared at the house, the porch light casting long shadows that stretched and twisted in the twilight. He needed to be strong, to project an image of calm. He didn't want to show any weakness. He took a deep, shaky breath, attempting to center himself.

His father came out, his face etched with concern. "Everything alright, son?"

Michael forced a smile, but felt the muscles in his jaw clench. "Yeah, fine. Just… tired." He felt the urge to jump back in the car and drive. Anywhere. Far away. The thought was a comfort, a fleeting moment of escape. He took another breath. This time he focused on the mundane, on the task at hand. Unpacking. Making small talk. Surviving.

He followed his father inside, each footstep a weighty affirmation of his current situation.

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