The last vestiges of his past were being hauled away. He watched from the distance, the dust cloud swallowing the house whole. He felt a coldness spread through him, a sensation akin to the approach of a deep winter. He remembered a time of warmth, of safety, and of innocence, now all turning to ash.

The world seemed to sharpen, with colors becoming more vibrant as everything else became more and more lost to time. He closed his eyes, his grip tightening around the worn strap of his bag. He opened them again, his vision blurry with unshed tears. The demolition roared on, a symphony of destruction.

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