"Just a quick look," David muttered to himself, his voice barely audible. He shifted his weight, the floorboards of his childhood bedroom creaking under his feet. The room was untouched, a museum of his younger self.

He picked up the box, labeled "David’s Academic Adventures." His heart beat faster. He sat down on the edge of the bed, the mattress sinking beneath him. This was not what he needed.

He lifted the lid and saw a neatly arranged collection of assignments. He picked up his science project on volcanoes, the construction paper edges brittle and fading. He felt a strange tingling in his fingertips as he began to leaf through the pages, seeing handwriting that had once seemed bold and confident. He knew he should close it, but couldn't.

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