He stared at the map on his desk, the vibrant colors of the different states mocking him with their geographical distance. The announcement had been made only hours ago, and already his world felt off-kilter. The familiar weight of the world on his shoulders felt heavier. His throat felt dry, his mouth was tightly shut.

"I need some air," he muttered, grabbing his coat. His friend, Ethan, was moving to Texas. He couldn't quite believe it. They’d planned to start a band, to build a life together. The future he had envisioned now seemed like a fragile, shattered dream.

The city outside, with its noise and bustle, amplified his unease. He walked aimlessly, his steps quick and erratic, the chill wind doing little to soothe the internal storm. He found himself walking around the block, and then he walked around the block again.

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