The key felt heavy in Leo’s palm, a cold, unfamiliar weight. He stared at the chipped paint of the front door, the same shade of faded blue as his grandmother’s eyes. His sister, Clara, was already inside, calling for him, her voice echoing in the sudden silence of the empty street. He took a long, unsteady breath, the air thin and cold. He wanted to turn and flee, to keep walking until the house was a distant memory. He forced himself to insert the key, the tumblers clicking with a rusty protest.

Inside, the scent of lavender and mothballs, a fragrance that always meant comfort, now felt thick and cloying, pressing down on him. Dust motes danced in the shafts of sunlight slicing through the drawn curtains. He found Clara in the kitchen, staring at the scarred wooden table. “Do you think she’s… still here?” she whispered, her voice barely audible.

Leo ran a hand through his hair, a nervous gesture he hadn’t realized he’d been making. "Don't be silly," he mumbled, trying to project a calm he didn't feel. He knew they’d have to go through everything, item by item. It was going to be a long day, or many days.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290