David felt a knot tighten in his stomach as the police car pulled up. He hadn’t been expecting this. The neighbor’s complaints had always been just that – complaints.

He watched from the window, his chest constricted. He took a few deep breaths, but the air felt thin. He had been playing the music for all the other neighbors, it was just the new one. He hadn’t thought about the volume. Now, the officer was walking toward the front door.

He found himself pacing, unable to remain still. He was a good neighbor! He felt like he should just hide.

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