The children had found it, a small, metal box unearthed during their impromptu backyard excavation. He took it from them, his hand brushing against the cold, unyielding surface. A wave of disorientation washed over him, a disorientation he couldn’t place. Why would he bury this? He didn’t remember doing this.

He carefully lifted the lid. The contents were surprisingly simple: a few scribbled drawings, a well-worn copy of his favorite childhood book, and a collection of marbles. Each object sparked a phantom memory, a whisper of a life lived, but now forgotten. He felt a deep sense of wrongness, a disquiet he couldn't shake.

He sank to his knees, his face pale. His vision swam. He needed to understand. He needed to remember. He felt a profound sense of isolation.

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