He stared at the wall, the numbers of the floor indicator a mocking reminder of his predicament. His fingers were tapping a frenzied rhythm on his knee. He glanced at his watch again, the movement quick and restless. His train would leave any minute now.

He needed to get home. His sick son was waiting, his wife at work, and he was the only one that could get there. The thought of his son alone, suffering, was nearly unbearable.

"Are you alright?" his coworker, Michael, asked with concern. He just nodded, unable to speak, the weight of worry crushing him. The elevator felt like a cage, separating him from the people he needed most.

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