The old house seemed to breathe around them. John felt a bead of sweat trickle down his temple. The air in the kitchen was stale, thick with the scent of dust and decay. He kept glancing at the windows, at the darkening sky outside.

His sister, Sarah, was already talking about getting a locksmith to change the locks. He had to agree.

The shadows seemed to deepen, to take on menacing forms. The silence was unnerving, broken only by the frantic beat of his own heart. He wanted to go home, to be in a place where he felt safe and secure. He reached out to his sister, his hand shaking slightly.

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