The tiny room felt like a pressure cooker. Amelia, hunched over her laptop, felt her pulse hammer against her temples. The grant application deadline was only a day away, and her research data was a mess. She had barely slept for a week, fueled by lukewarm coffee and frantic energy drinks. She glanced at the worn cover of her journal on the nightstand – her sanctuary, her confidante, the keeper of her deepest fears. It felt violated. Sarah, her roommate, was innocently making tea in the kitchenette, humming a cheerful tune.

Amelia’s stomach lurched. She swallowed hard, struggling to keep her voice steady. "Sarah...did you..."

The question hung in the air, heavy with unspoken accusations. Sarah stopped humming, her smile faltering.

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