The booming crack ripped through the quiet afternoon, shattering the tranquility like a dropped vase. It was over before I could understand what it was. My legs felt like jelly. I was sitting on the porch, reading a book. One minute, I was enjoying the breeze, the next, the world had become a cacophony of splintering wood and rustling leaves.

I quickly dropped my book on the ground and started to get up. My hands were shaking so hard I couldn’t stand up. I felt like the air had been sucked out of my lungs. I stumbled towards the edge of the porch, eyes fixed on the neighbor's yard. The massive maple, now cleaved in two, lay across the lawn.

My throat tightened. I forced myself to walk over to the tree line and look for the neighbor. My voice was a choked whisper, barely audible above the wind's rising crescendo. "Hello? Mrs. Henderson? Are you okay?"

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