He hated attics. The low ceilings, the smell of forgotten things, and the silence. The silence was the worst. He’d told the realtor he’d clear it out, but he’d kept putting it off. Now, though, the contractor was coming tomorrow. He had no choice. He pulled the string and the bare bulb cast a sickly yellow glow over the room.

His hands felt clammy as he began to move the boxes. Each one seemed heavier than it should be. The air was thick and close, making him feel a little out of breath. He found a trunk, its leather cracked and peeling. He hesitated.

He heard a floorboard creak. He spun around, heart hammering, but there was nothing. The shadows seemed to deepen, twisting into strange shapes in his peripheral vision. His gaze kept darting from one dark corner to another. He forced himself to lift the trunk’s heavy lid, peering inside.

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