The news arrived in a frantic phone call from his mother, a litany of guilt and confession. James sat down hard, the kitchen chair groaning under his weight. A half-brother? He felt a strange disconnect, as if he were observing a play about his life, not actually living it.

He pushed away the untouched plate of food. The hunger he usually felt had vanished. He went to the window, staring out at the garden. The vibrant colors of the flowers seemed artificial, the sunlight too bright.

James walked out into the garden, the cool grass a small comfort beneath his feet. He felt a desperate need for space, for something to ground him in the swirling chaos of his thoughts.

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