The picture frames on the wall rattled, a sound that sliced through the afternoon calm. I was in the middle of a phone call, chatting with my mother. The line went dead. That's when I heard it – the shattering sound.

I dropped my phone, my hand flying to my chest. The world seemed to tilt on its axis. My head spun, and I felt the blood draining from my face. I struggled to breathe. I took a few calming breaths.

I approached the window cautiously, as if expecting something to leap out at me. The sight that greeted me was a brutal one. The gigantic pine had fallen. I stood frozen, paralyzed by the sight of the damage.

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