"Honestly," Arthur muttered, slamming the window shut with more force than necessary. The metallic screech of the saw sliced through the morning calm like a scream. His stomach churned, a cold knot tightening. He knew the Millers were renovating, but he hadn't anticipated this level of intrusion.

He retreated into the kitchen, his appetite nonexistent. He usually relished his morning coffee and newspaper, but today, both felt tainted, ruined by the echoing thuds and the persistent drone. His hands trembled as he poured the coffee, the hot liquid sloshing over the side of the mug. He felt trapped, a prisoner in his own home.

“Damn it all to hell,” he finally grumbled, throwing the damp newspaper on the counter.

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