He found it nestled beneath the old oak tree in his backyard, a plastic container that looked as if it had been buried yesterday. The label, scrawled with his own familiar penmanship, boasted of a future he had no recollection of hoping for. A knot tightened in his stomach.

He sat on the damp grass, the capsule resting on his lap. He felt a profound sense of wrongness, as though something vital had been disconnected. He tried to think, to grasp a memory, but only found an empty void.

He cautiously lifted the lid. Photos of faces he didn't recognize, items that held no personal meaning, and a journal filled with a script he didn’t recognize filled the container. His mouth felt dry. The images from the pictures seemed to be mocking 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