The old, familiar comfort of his workshop was now replaced with a deep discomfort. Silas ran a calloused hand across his beard, a nervous habit he’d picked up in his youth. The man, a total stranger, had just entered, showing the tattoo on his back. A near perfect rendition of Silas’s intricate wood carving, "The Protector."

A cold dread spread through him. The air seemed to thicken, making it difficult to breathe. He felt a sudden urge to shut the door, to lock himself away.

He muttered something about the piece being admired. The man responded with a casual shrug. Silas knew he was trapped in his own space. He needed to get away, and he needed to do it now.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.240
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228