He found himself pacing his living room, a nervous energy buzzing beneath his skin. The fence was the talk of the neighborhood, and he'd heard the rumors. "Privacy." "Security." But he knew what it truly meant: being boxed in.

His stomach churned every time he glanced out the window, picturing the looming barrier. The construction crew, the pounding, the dust – it all felt like an invasion. He started leaving the house less, preferring the perceived safety of his own four walls, even if those walls now felt like they were closing in.

He was suddenly vigilant, constantly checking the gate, the latch, the gaps. He felt exposed, even indoors. The world, once open and accessible, had become a maze with looming, impenetrable walls.

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