The realization hit Leo like a physical blow. He stood on the porch, watching the car pull away, carrying his best friend, Daniel. His entire body ached. The cheerful music that had filled the air only moments before had evaporated, leaving behind a stark emptiness.

He watched the taillights disappear around the corner, a slow, agonizing descent into the unknown. The world seemed to shrink, closing in around him. He felt a deep, pervasive sense of vulnerability, an overwhelming fear of the future.

He took a deep breath, trying to regain his composure, but the knot in his stomach remained, a constant reminder of the void that had been created. He felt utterly and completely lost.

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