He ran a hand through his hair, a nervous habit that had returned with a vengeance. David had been rummaging through the storage closet, aiming for the Christmas decorations. Instead, he unearthed a plastic bin labeled “Michael’s Archives."

He lifted the lid, his stomach twisting. The container was packed with meticulously preserved school projects, from finger-painted turkeys to elaborate science fair models. He felt a creeping discomfort.

He found his high school algebra test, a red "C" glaring back at him. He hadn't thought about that test in twenty years. Now, holding it, he felt like he’d been caught doing something wrong. He squeezed his eyes shut. A cold sweat prickled his skin.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284