The world swam around Marcus. He stumbled backward, hand flying up to cover his mouth. It was actually happening, his innermost secrets, now available to whoever cared to look. He felt physically sick.

He grabbed the nearest object, a ceramic vase, and held it. He squeezed it tightly, willing it to give him some feeling, some anchoring. The smooth, cool porcelain did little to quell the rising tide of fear. He felt utterly exposed.

He thought of his current girlfriend, Sarah. He imagined her reading the diary, the vulnerable, lovesick words he’d poured onto the page years ago, a whole lifetime ago. He had to make it stop.

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