He found it folded inside a worn copy of "Moby Dick" – a book his wife, Clara, had loved. "Visit Machu Picchu." He looked at the words, a cold dread creeping through his veins. She’d talked about going, years ago, but they’d never made the trip. He'd always assumed it wasn't a priority.

He sank into the armchair, the book falling from his grasp. The silence of the room closed in around him. He felt as if the air had been sucked out. He stared at the list, feeling a sense of profound loss.

He stood and walked towards the window, looking out at the world as if for the last time. He wanted to understand, to somehow rewind time and make it all make sense. The world was suddenly a blur.

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