The new construction felt like a personal intrusion. Thomas, already a creature of habit, found his schedule completely disrupted. He found himself avoiding the front of his house, ashamed of being seen. He started taking the long way around to the grocery store, just to avoid the workers and the noise.

He could feel a cold sweat clinging to his skin whenever he stepped outside. Even the familiar scent of his garden now felt tainted, somehow. He began to sleep with a lamp on, unable to bear the darkness.

He kept replaying his encounters with the new neighbors, trying to decipher their intentions, their motives. He had always been a solitary man, and the sudden influx of strangers felt like a violation of his privacy.

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