Michael’s stomach churned as the demolition began. The sound of the jackhammer seemed to vibrate through his bones. His knuckles were white as he gripped the steering wheel, even though he wasn't driving anywhere, just watching. He kept glancing at the house next door. Dust puffed out from the windows.

He thought of all the things he’d left undone inside: the loose floorboards, the leaky faucet. Suddenly, they seemed to matter more than ever, a tangible measure of vulnerability. He found himself avoiding his backyard, the usual haven now exposed.

"Everything's going to be alright," he mumbled to himself, the words failing to convince him. That night, sleep evaded him. The rhythmic thudding of the renovation continued to play on repeat in his mind.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293