The attic air hung thick and dusty, catching in Amelia's throat as she hauled down a box labeled "Memories." Her hands trembled slightly as she lifted the lid, revealing faded photographs and forgotten trinkets. Nestled at the bottom, a folded piece of paper caught her eye. It was addressed to her own mother, in a handwriting she barely recognized. Unfolding it, she read the childish scrawl, the ink now brittle and pale. Her stomach clenched. She'd been a teenager, filled with a sense of impending doom about a school trip.

The letter detailed her anxieties about leaving home, the fear of not fitting in, the unspoken ache of feeling unseen. She’d never actually posted it. Now, decades later, the words echoed a feeling that still lingered, a phantom limb of unease. A sigh escaped her, carrying a weight she hadn't realized she was still shouldering.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
πŸŽ‰-0.233
happy-0.231
"-0.228