The stench of chemicals filled the air, a familiar, yet unwelcome, smell. Michael watched from the doorway as his son, Ethan, hunched over his makeshift lab bench, his face illuminated by the flickering glow of Bunsen burner. Michael's chemistry kit, a childhood pastime, had been replaced by a fully equipped lab for Ethan. Ethan, a natural, was mixing chemicals, writing notes, experimenting with a fervor that made Michael's stomach churn. He remembered the countless explosions, the near misses. A tightness closed around his chest. He took a hesitant step backwards, needing more space to breathe.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294