The chipped mug felt suddenly heavy in Leo's hands. He stared at the steam curling upwards, obscuring the faded "World's Best Dad" slogan. Sarah's casual announcement, delivered over the breakfast table, echoed in his ears: "Moving to Seattle. Great job opportunity." The words, though expected eventually, landed with a thud, leaving a hollowness in his chest.

He carefully placed the mug down, the clink echoing in the sudden silence. His usual morning routine – the rhythmic click of the coffee machine, the rustle of the newspaper – seemed jarringly loud. He looked at Sarah, her face alight with excitement, and forced a smile he didn't feel.

"Seattle? Wow," he managed, his voice sounding thin even to his own ears. He picked at a stray crumb on the table, trying to appear engaged, but the image of her, packing, leaving, was a dark knot inside him.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290