The key felt slippery in Maya’s hand. She’d promised herself she wouldn’t cry, that she’d be strong. But the reality of the situation, the skeletal remains of the house, were far more potent than her resolve. Her stomach churned. It felt as if a heavy weight pressed down on her chest, making it hard to draw a deep breath.

She approached the crumbling doorway. The paint was peeling, revealing the wood beneath. Her hand hovered over the doorknob for what seemed like an eternity. Each step inside felt heavier than the last, her shoes crunching on broken glass and debris. The air inside smelled stale and musty, like a tomb.

She had to get out, but her feet felt rooted to the ground. Images flashed before her eyes: birthday parties, first dates, family dinners. She could almost hear her mother’s laughter echoing through the empty rooms. The thought of losing these tangible connections, these echoes of the past, was almost unbearable.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293