β€œAnother drink?” Mark asked, his voice strained. The air in the bar felt thick, and the music pounded in his ears. He was waiting for his girlfriend, Jenny. He had discovered a book about him hidden in her apartment. He was portrayed as a reckless party animal, someone incapable of commitment. He had only been able to stomach a few sips of his drink.

He shifted uncomfortably in his seat. Jenny was late. Time seemed to stretch and distort. Each passing minute felt like an eternity.

He ran a hand through his hair, the gesture conveying his unease.

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