The coffee had gone cold, untouched on the counter. He stared at the screen, the images blurring slightly. His son, David, had always been a homebody. A bookworm. This account… it was a different person. Partying, drinking, casual flirtations.

He had a sudden urge to throw something. To break the screen, to shatter the illusion. His hands were clenched into fists, the knuckles white. He stood, his legs feeling unsteady, and walked to the window. Outside, the world continued, oblivious to the storm brewing inside him.

He felt like a stranger in his own home. He wanted to understand, to know what was real. And in that moment, he realized he didn't even know where to begin.

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