The attic was a claustrophobic space, filled with shadows. He felt a growing sense of discomfort, a pressure building in his chest. He noticed a collection of framed photographs lining one wall, their faces blurred with age.

He picked up one of the photographs, a family portrait. He didn’t recognize the people in the picture, but he felt a strange, inexplicable connection to them. His eyes drifted to the background of the image, where a figure stood in the shadows. He leaned closer.

The figure in the shadow seemed to be watching him. He slammed the photograph back onto the table. He took a step back, feeling a wave of nausea wash over him.

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