The sun beat down on Liam’s back as he sorted through the boxes in his late aunt's garage. He’d never known his aunt particularly well; she had always maintained a distant composure. A photograph showed her in a place he didn't recognize, sitting on a beach with a man he didn't recognize either. They were younger, laughing, holding hands. It was the carefree joy he found in the picture that unsettled him most. He’d always imagined his aunt as being alone, burdened. A knot formed in his gut as he considered the discrepancy. He pushed the box away, finding the heat suddenly oppressive.

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