The archaeologist, Dr. Anya Sharma, meticulously brushed away the last of the dirt, revealing the time capsule's metallic gleam. It wasn’t on the map, wasn't documented. Her heart was hammering against her ribs. This wasn’t part of the dig. She felt a prickling sensation on the back of her neck.

She slowly opened the lid. The contents were surprisingly intact: a sealed letter, a collection of local newspaper clippings, and a small, leather-bound journal. Her hands trembled as she reached for the letter. The handwriting was hers, she knew it without a doubt, yet the words seemed distant, cryptic.

The journal’s entries detailed a life she couldn't quite reconcile with her own. Snippets of memories, whispered secrets, and a sense of longing filled the pages. Anya felt a disconnect, as if she were a character in someone else's story, one that didn't include her. She closed the journal and leaned back, a cold sweat breaking out on her brow.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290