Marcus rubbed his temples, the veins throbbing. He found the document on a USB drive plugged into his computer, the file name: “Shadows of Leo.” His gut churned with a mixture of anger and confusion. His husband had written a whole novel about him, but it felt twisted.

He needed space. He needed to get away from these walls that seemed to press in on him. He grabbed his coat, heading out the front door without a word.

The crisp air offered little relief. He walked aimlessly through the park, the fallen leaves crunching beneath his feet with each step, their sound oddly loud.

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