I found it in the attic of my childhood home. My family had just sold the house, and I was given the task of cleaning it out. The metal box was heavy with the weight of forgotten time. My stomach churned.

I recognized the name on the lid, the date. It was mine. But I had absolutely no recollection of ever burying a time capsule. I was utterly bewildered.

I slowly opened the latch. Inside was a photograph of a woman I didn’t recognize, a worn copy of a book in a language I couldn’t read, and a collection of ticket stubs. A deep feeling of isolation consumed me.

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