The vibrant colors of the playground outside her window seemed to mock the darkness she felt inside. The joy of the children’s laughter grated on her ears. Every familiar sound felt alien now, distorted by the knowledge that she was exposed.

Mark's jaw ached. He didn't know what to do; he couldn't think straight. His mind replayed the worst possible scenarios. This feeling had him locked in place; he dared not move or even blink.

He reached for a glass of water, his hand shaking so violently that he spilled half of it. He needed a plan, something, anything, to regain control.

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