"No, no, that won't do," I muttered, pacing the perimeter of my yard. A fence. They were planning a fence.

My palms were sweating as I walked the boundary. Each step felt like a trespass, a violation of an unspoken agreement. My heart thumped against my ribs, a frantic rhythm against the quiet morning.

I spent the afternoon staring at the spot where the fence would go. The sunlight, usually a comfort, felt too bright, too revealing. My mind raced, conjuring images of enclosure.

That night, I didn't sleep. Every shadow, every creak of the house, sent a jolt of terror through me. I felt like I was being watched. I felt a chill that nothing could warm.

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