The ground seemed to shudder, a low rumble that vibrated through the floorboards. I was in the basement, organizing my collection of old comic books. The light flickered. I froze, my hand still gripping a dog-eared issue of Spider-Man.

The sensation passed, but a knot of tension seized her stomach. The wind, which had been building for hours, now howled with a ferocity that made the windows rattle in their frames. I was suddenly desperate to leave the basement.

I ascended the stairs slowly, each footstep a conscious effort. I emerged into the living room, the scene outside my window a disquieting tableau of destruction. The neighbor's beloved cherry tree was gone. My jaw clenched. I felt like I couldn't swallow.

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