The paper crackled in Amelia’s trembling hand. The words swam before her eyes, blurring into an unintelligible mess of legal jargon. She clenched her jaw, feeling a tightening across her chest that made it hard to breathe. Her fingers, usually nimble and quick when she was sewing, now fumbled with the edge of the notice, nearly tearing it. The coffee she had just poured sat untouched on the table, already growing cold. She ran a hand through her hair, the strands catching on the beads of sweat forming on her forehead. "This can't be happening," she whispered, her voice barely audible.

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