The antique music box sat on her desk, nestled amongst a pile of grading. A small, intricately carved wooden box, the kind you’d see in a dusty, forgotten shop. A card lay beside it, a single line of messy handwriting: “For the best teacher.” From… Liam. She hadn't heard from Liam in years. A slight chill ran down her spine, a prickling sensation.

Her fingers traced the delicate carvings. Why would Liam send her this? He'd always been a quiet boy, the kind who kept to himself. She’d tried to reach him, a few times, after he’d dropped out. Her mouth felt dry.

She closed her eyes, remembering Liam’s vacant gaze, the way he would shrink in on himself. He was always off somewhere else, lost in thought. A wave of nausea hit her, a sudden, heavy feeling in her stomach.

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