The gift was a leather-bound journal, delivered anonymously to Mr. Harrison’s home. The paper felt thick and heavy in his hands. He flipped it open, and his breath hitched. The first page was filled with his own handwriting, a quote from a lecture he'd given a decade ago. He looked around his office, seeing the ghost of the lecture hall in the space.

He turned the page. The next entry was a date a week in the future, with a single, unnerving sentence beneath it. *It's time.* He slammed the journal shut.

He felt a sudden, suffocating pressure in his chest. He felt sweat break on his forehead. He threw the book against the wall and left.

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