Mark found himself staring out the window, at the distant city skyline, for what felt like hours. He barely registered the emails pinging in his inbox. His breath hitched in his chest every time the phone rang, imagining it was HR with *the* news.

He usually enjoyed the commute home, but today the thought of it made his head spin. He had a family to provide for, a mortgage, bills piling up. He felt a constant clenching in his jaw, a tension that radiated down his neck.

He considered calling his wife, but the words wouldn’t come. He didn't want to worry her. He simply wasn’t himself. He ran a hand through his hair, the gesture more frantic than usual.

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