Sophia found herself twisting the silver ring on her finger. It had been her grandmother’s. Ethan was beaming, holding a picture of a fluffy golden retriever puppy. The image was plastered on the fridge, mocking her.

"Imagine the walks!" Ethan had announced earlier, his eyes shining with a familiar brightness. Sophia felt a prickling sensation on her skin, a sensation that began at the base of her neck.

She busied herself with washing the dishes, the clinking of the plates a poor substitute for conversation. The prospect of having to clean up after a dog, of the added noise and responsibility, of the inevitable mess, filled her with a sense of dread, and her fingers continued twisting.

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