It was the little details that undid him. The way the author described his mother’s perfume, the brand of cigarettes he used to smoke, the songs he listened to when he was heartbroken. These were things only he knew. Or so he thought.

He felt a chill, despite the summer heat. He locked the door, drew the curtains, and turned off all the lights. The apartment, usually a refuge, now felt like a prison.

He crouched on the floor, hugging his knees, and tried to make sense of this violation. He whispered, "How?" over and over again.

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