"This can't be happening," I mumbled, the words a hollow echo in the stillness. My hands trembled as I took another step forward. The absence of my car was like a gaping wound in the familiar landscape of my driveway.

I ran a hand through my hair, a nervous habit I usually didn't notice. I felt like the world was closing in on me. The air was too thin, too close.

My gaze snapped to the neighbor's house, then back to the empty spot. I needed to get this sorted, but my feet felt rooted to the ground. A feeling of utter helplessness washed over me.

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