Sweat beaded on Elias’s forehead. He wiped it with the back of his hand, smearing a streak of graphite across his brow. His son, Leo, was across the kitchen table, hunched over a drawing of a complex clockwork mechanism. Leo had inherited his father’s passion for intricate mechanical drawings, a hobby Elias had enjoyed since childhood. Now, though, the joy had soured. He’d seen the same intense focus, the same obsessive detail, in Leo that he recognized in himself, a self that had spent years locked away in a workshop, neglecting friends and family. A shadow flickered across Elias's face. He began to pace the kitchen floor. He had to say something.

"Leo, are you going to eat any lunch?" Elias asked, his voice strained.

Leo didn't look up, his fingers still working the pencil. "Just a minute, Dad."

Elias watched him, a cold dread washing over him. The sketch was far more advanced than anything he’d ever done at Leo's age. He suddenly felt the need to get out of the house.

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