Rain hammered against the windows of the coffee shop, mirroring the frantic drumming in Amelia's chest. She smoothed down her already perfect blazer, a nervous habit that had intensified since the disastrous meeting at the marketing agency this morning. Across the small table, Liam, her childhood confidant, looked at her with a polite, yet blank, expression. “So, Amelia… it’s been a while, hasn’t it?” he said, his voice pleasant but distant. The words hit her like a physical blow. He didn't recognize her. The countless hours spent building forts, the scraped knees, the shared secrets whispered under starry skies – all seemingly erased from his memory. She swallowed hard, the lump in her throat making it difficult to breathe.

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