The discovery was made during a city cleanup project. They’d unearthed a metal box, and the engraved name on its top was his. He stood in the open field, the cold November air biting at his cheeks, and watched the foreman use a crowbar to pry it open. He felt something akin to vertigo.

He peered into the box. It held a baseball glove, a well-worn copy of a book he'd never read, and a letter. The letter was addressed to him, in a handwriting that was undeniably his own, but the words were a foreign language.

He took a step back, the world tilted slightly. He couldn't place any of the objects, couldn't fathom the sentiment expressed in the letter. The air seemed thin, making it hard to breathe. He felt out of sorts, lost in the present.

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