He ran a hand through his thinning hair, a gesture that did little to soothe the tension. The city noise, normally a comforting backdrop, now felt like a relentless assault on his senses. A throbbing headache had settled behind his eyes, a persistent reminder of the hours he’d spent hunched over blueprints, chasing shadows of doubt. He craved the simple silence of the cabin in the woods. His phone vibrated, the notification a jarring intrusion. An email, flagged as important. Within it, a digital letter, a confession from a face he hadn't seen in years.

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