The world outside my window had gone silent, save for the rhythmic drumming of rain. Inside, though, it was all noise. My heart hammered against my ribs like a trapped bird. The impact, which I now realized was a monstrous crash, had vibrated through the floorboards, leaving a residue of unease that lingered in the very air.

I stayed absolutely still for a minute. My pulse was going nuts. Then, I forced myself to move, my feet feeling heavy and reluctant. I crept to the front door, hesitating before I peered through the peephole. I could see the edge of the damage. A substantial branch of the monstrous pine had fallen.

I felt a sudden need to check on my own dog. I slammed the door and ran towards the stairs. I was hyper-aware of every creak and groan of the house. I had to know if my dog was alright.

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