The worn leather-bound journal, his great-uncle's, lay open on the table. He picked it up, running his fingers across the faded ink, the familiar scent of old paper filling his nostrils. His mother intended to sell it. He felt a bitter taste in his mouth.

He knew what was inside the journal – his great-uncle's private thoughts, his secrets, his life. Selling it felt like violating his privacy, profaning his memory. He felt a tightening in his chest.

He carefully closed the book, wanting to preserve it. He wanted to protect it from the world. He felt an intense need to run away, to hide.

The house suddenly felt too small, the walls closing in. He walked to the window, the garden outside a blurred, indistinct image.

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