The setting sun cast long shadows across the yard. She stood at her window, peering through the blinds. Her heart hammered against her ribs, a frantic drumbeat. She chewed on her lip, a nervous habit.

The hammering was constant, the rhythmic thudding echoing in her chest. She wished for silence. The fence was a promise of isolation, a boundary erected between her and the world. She felt a cold dread, a feeling of being trapped. She turned away from the window, and closed her eyes.

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