The antique clock ticked with the relentless precision of a judge passing sentence. Amelia wrung her hands, the silver of her inherited ring digging into her flesh. She’d always envisioned a windfall, a grand estate, a life free of the crushing weight of bills. Instead, the will stipulated a crumbling bookstore in a town she’d never heard of, its shelves supposedly overflowing with valuable first editions. Her brother, Thomas, got the family home, a stately manor she'd always coveted. He'd probably be lounging, champagne flute in hand, while she sorted through dusty tomes and leaky roofs. The unfairness clawed at her insides.

The drive was endless, each mile of the winding highway ratcheting up her agitation. When she finally arrived, the bookstore looked less like a literary haven and more like a dilapidated shack. Cobwebs draped the entrance, and a lone, skeletal cat regarded her with suspicion.

“Well, this is just peachy," she muttered, her voice tight. The thought of the life she'd planned, the future she'd built, dissolving into this musty air, sent a cold shiver down her spine.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169