The homeowner, David, stared at the collection of handwritten journals. Each page contained cramped, furious entries detailing increasingly paranoid ramblings. The previous owner spoke of shadows, whispers, and unseen presences.

The more he read, the colder he felt. He checked the window, then the door. He felt a constant sensation of not being alone. Each entry was more harrowing than the last, as if the writer was losing his sanity. He slammed the final journal shut. The silence that followed was worse than the words.

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