The U-Haul rattled down the familiar street, each pothole a tiny earthquake in her chest. Her stomach lurched with every dip. She clutched the steering wheel, knuckles white, eyes darting from the rearview mirror to the overflowing boxes in the back. Turning into her parents' driveway, the house loomed large and unfamiliar, its windows like vacant eyes staring back.

She parked, killed the engine, and then sat, paralyzed. A bead of sweat trickled down her temple. The silence in the car amplified the thudding in her ears. Each creak and groan of the house seemed to be judging her, whispering the story of her failure.

After a deep, shuddering breath, she slowly opened the car door. The late afternoon sun cast long shadows, stretching like grasping fingers across the lawn. Her feet felt heavy as she started to unload.

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