His stomach churned, a knot of unease twisting and turning. David hadn’t been back to the old house in years, not since… well, not since it all went wrong. Now, here he was, watching the wrecking ball swing, a massive metal pendulum poised to erase every memory.

The air felt thin, hard to breathe. He ran a hand through his hair, leaving his scalp prickling. His legs, usually steady, felt like they might give way beneath him. He glanced at the ground, then the sky, anything to avoid looking at the place where he was born and grew up.

He heard his name called, a distant voice through the noise. He jumped, his heart leaping into his throat. He turned, and saw his sister waving him over, her face a mask of false cheer. He took a hesitant step, then another.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294