The email popped up on his screen while he was in a meeting. A name he hadn't seen in decades. He excused himself from the conference call, claiming a sudden technical issue. He sat alone in his office, staring at the message. His fingers hovered over the mouse, as if afraid to click.

He’d built a good life, a clean life. He’d carefully cultivated an image of success and respectability. The past felt like a phantom limb, something that shouldn’t have the power to affect him anymore. He clicked the email open.

His chest tightened. He read the words, and his carefully constructed composure began to crumble. He found himself re-living the past.

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