The vast, echoing space of the abandoned warehouse amplified the rhythmic thud of Sarah’s boots on the concrete floor. The wind whistled through broken windows, carrying with it the scent of decay. She’d come here on a whim, drawn by a disquieting sense of familiarity. Now, she was kneeling, unearthing a small, metallic cylinder from beneath a pile of rubble.

She ran a finger along its surface, her gaze unfocused. No labels, no markings, just smooth, cold metal. A wave of dizziness washed over her. She lifted the lid and looked inside. Her breath caught in her throat.

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