Michael tapped his foot relentlessly as he scrolled through the online food blog. There it was, the "Spicy Inferno Chicken," his grandfather’s secret recipe, proudly displayed with a glamorous photo and a chef's name he didn’t recognize. A heat flushed his cheeks. This was not right.

He rubbed his sweaty palms against his jeans. He’d spent decades perfecting that fiery blend of peppers and spices, meticulously following his grandfather's instructions. That dish was a family secret, a tradition passed down through generations. Now, it was being presented as someone else’s invention.

He found himself pacing his small apartment. A feeling of internal jostling began within him. He felt the impulse to scream, to lash out, but he simply continued pacing. He was left with a heavy, cold feeling. He thought about calling the chef; he knew that wouldn't make things better.

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