The email arrived mid-afternoon, its subject line: "Surprise!" David, a recluse by nature, found his blood pressure rising. His online friend, "InkSlinger," a fellow writer, was in town. He wanted to get coffee.

He ran a hand through his thinning hair, a gesture of agitation he'd adopted since his wife passed. The email sat there, mocking him. He should say no, make up an excuse. But the thought of disappointing InkSlinger, who seemed to understand him so well, was hard to bear.

His apartment suddenly felt cramped, the walls closing in. He wandered from room to room, unable to settle. He knew he should prepare, choose an outfit, but he was frozen. He stared at the email again. Then he slammed the laptop shut. He needed to avoid this.

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