He ran a hand through his already disheveled hair, the motion repeating itself every few seconds. Liam paced the small waiting area, his footsteps echoing on the polished floor. The wedding of his best friend, his brother in every sense but blood, was hours away. The news of the delay hit him like a physical blow.

A tremor ran through him. He pulled out his phone again, the screen reflecting the anxiousness in his eyes. He sent another text to the groom, a carefully worded message concealing the sheer panic coursing through his veins.

The airport felt like a pressure cooker. He rubbed at his temples, trying to ward off the building headache. Each announcement chipped away at the hope he clung to, like water dripping on stone.

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