The driveway was empty. It shouldn't be. Maya stood frozen, the grocery bags slipping from her grasp. The oranges and avocados tumbled across the concrete, splattering against the ground.

Her chest constricted. The world tilted slightly. She scrambled to pick up the spilled contents, but her hands were clumsy and she kept dropping them.

She glanced around, desperate to find an answer, any answer. The mundane familiarity of her neighborhood felt unfamiliar, hostile, the silence broken only by the chirping of unseen birds.

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