The sun was blinding as Ethan listened. His neighbor, Mrs. Rodriguez, stood in the shadow of the elm, her expression unreadable. Ethan’s palms grew slick with sweat. He kept wanting to shift his weight.

He found himself scrutinizing the cracked paint on his front door, his gaze darting away from hers. The sudden chill made him pull his jacket tighter. The request was a subtle threat, a slow chipping away at the foundation of his carefully constructed peace.

Ethan found his throat was constricted, making speech difficult. "I... I need to think about it," he finally managed, his voice barely audible above the chirping of the birds. He turned and retreated, his legs feeling heavy and leaden.

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