He knew the handwriting. The note, tucked inside a beautiful, ornate pen, belonged to Clara, a student he remembered for her unnerving smiles. Mr. Peterson, his mouth dry, set the pen down. He wouldn't use it.

He sat rigidly at his desk, his gaze flitting around the room. The familiar office seemed alien, the walls closing in. He felt a deep, instinctive aversion, like a cornered animal. Each tick of the clock was a hammer blow against his sanity.

He felt the prickle of sweat on his forehead. Clara had always been… different. He wondered if this was a test, a prelude to something more sinister. He felt a cold dread wrapping around him, squeezing the air from his lungs.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309