He ran a hand through his hair, leaving it standing on end. His sister, Olivia, was left with the family's vineyard, a thriving business. He, however, had been given a single, antique telescope. He walked over to the window, his movements clumsy and uncertain. He felt a throbbing pulse in his temples. He looked through the lens. The view was distorted, unreal. He felt as if the world was a lie. He closed his eyes, and gripped the metal tightly, the cool weight of the telescope a small comfort.

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