He’d only run inside for a minute. A forgotten wallet, a quick hello to his sleeping daughter. Now, the curb was empty. The sudden absence of the familiar blue Subaru punched the air from his lungs. He felt a cold dread creep up his spine. His palms were slick with sweat. He stumbled, almost tripping on the uneven pavement.

His gaze darted around the quiet cul-de-sac, as though the car might magically reappear. The neighbor’s dog barked, the sound amplified in the unexpected stillness. He checked his pockets compulsively, as if the keys, miraculously, would be there. Then, a shudder ran through him. A premonition, dark and unsettling, washed over him.

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