The drive felt endless. Her hands clenched the steering wheel so tightly her knuckles ached. The letter, carefully folded in the glove compartment, felt like a ticking time bomb. She should have refused the delivery.

She kept checking her rearview mirror, the world outside blurred by her anxiety. Her vision was starting to tunnel. The highway, once familiar, was now a treacherous maze. She wanted to turn around, to go back, but she couldn't.

She gripped the wheel harder. Her breathing became shallow and rapid. She could feel the sweat beading on her forehead. The destination loomed before her, an unwelcome challenge.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314