The sunlight streamed through the kitchen window, illuminating dust motes dancing in the air, but Claire found no comfort in it. She clutched the letter to her chest. Her father’s draft resignation from his prestigious law firm. He'd always presented a picture of success, of effortless competence. The letter told a different story.

It spoke of compromising his ethics, of being forced into decisions that went against his core beliefs. Her hands were clammy. She felt a growing tension in her shoulders. She wanted to scream, to ask someone, anyone, to explain it all.

She walked towards the kitchen window and stared out at the street. The world outside felt…wrong. Distorted.

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