The reunion invitation was tucked beneath a pile of unopened mail. Frank ran a hand through his thinning hair, his gaze landing on the single, unopened envelope. He felt a sudden, inexplicable ache in his gut. The weight of expectations pressed down on him.

He was in a small, cramped office, surrounded by stacks of paperwork he hadn't touched in days. He couldn’t bring himself to open the envelope, fearing the words contained within. He felt a strong desire to be alone, to disappear.

He swiveled in his chair, staring out the window, at the gray, overcast sky. He felt a deep, profound sense of inadequacy. He didn’t want to see them. He didn’t want them to see him. He closed his eyes, and a wave of exhaustion washed over him.

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