The cruise ship was a floating palace of forced cheerfulness, a constant barrage of smiles and manufactured fun that grated on Emily’s nerves. She retreated to the quietest corner she could find, the ship’s library, but even there, she couldn’t find peace. Her hands were ice cold. She felt like she was constantly on the verge of crying.

She noticed him near the window, staring out at the ocean. He held his chest as if he was in pain, and his face was drawn.

She walked over to him, and said, "It's a long trip."

He agreed, and replied, "You know?"

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