The man, old Arthur, found the wallet nestled behind a bench in the park. His breath caught in his throat. He’d lived his life with so little. This, however, brought only a hollow ache.

He retreated to his small, cluttered apartment. He sat in his worn armchair, the wallet heavy in his lap. The silence pressed in on him, suffocating. He remembered the faces of his lost loved ones. He didn't feel joy or relief, only a profound sense of isolation.

He stared out the window, at the gray, indifferent sky.

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