He hadn't been able to concentrate all day. He had been doodling on his notepad, mindless shapes and figures, avoiding the work that needed to be done. A sudden flush of heat spread across his face every time someone mentioned "restructuring" in the elevator. The words felt like a direct threat.

He was suddenly obsessed with the weather, watching the rain beat against the windowpane. He felt a need to be away from the office, from the impending reality of change.

He kept adjusting his tie, pulling it tighter and tighter, as if trying to strangle the feelings rising in his chest. His hands trembled as he reached for his phone. He wanted to call his wife. He needed to tell her something. But he didn’t know how.

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