The phone rang incessantly, each call a fresh reminder of his mounting debts. Daniel glared at the screen, letting it go to voicemail. He had maxed out his credit cards and was on the verge of bankruptcy. He needed a miracle. He rubbed his temples, trying to ward off a headache.

He was on his way to the bank when he spied the pawnshop. The glittering display caught his eye, and he realized he was staring at his grandmother’s ring. He remembered stories of its importance. It wasn't just an object; it was a symbol of her.

He entered the shop, his legs heavy, his mind racing. He was desperate and felt the familiar tightening in his chest. "How much is that ring?" he asked, his voice a strained whisper.

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