He paced his small apartment, the linoleum floor creaking with each agitated step. Liam ran a hand through his already disheveled hair. His final presentation at the firm was tomorrow, and he wasn't prepared. The pressure to succeed felt like a physical weight, pressing him down.

He’d almost missed the pawnshop, its grimy window displaying a dazzling spark. It was tucked away on a side street, a forgotten relic of a bygone era. Liam squinted at the ring. It looked familiar, an echo of a story his grandfather had told him about his late wife. He knew he didn't have much money, but he was willing to bargain.

"How much for that one?" he asked, his voice tight, holding back the urge to scream. The shopkeeper, a woman with a shrewd gaze, named a price that made his stomach clench.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169