The familiar path to the old oak felt different. Ben hesitated, the air suddenly thick and hard to navigate. He'd expected to see its familiar silhouette, but the space was bare. His mind struggled to process this absence.

He took a hesitant step forward, his feet dragging. His hands were clenched into fists, his knuckles white. The world around him felt menacing, a landscape of hidden dangers. He scanned his surroundings, desperate to find an explanation, a reason for this desolation.

He felt a primal urge to protect himself, to hide. The wind picked up, rustling through the remaining trees like whispers of warning. He wanted to flee, to be anywhere else, to escape this profound sense of violation.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314