The silence of the apartment felt deafening. He stared at the ceiling, unable to find comfort in the familiar surroundings. His mind raced, a whirlwind of anxieties and worries he couldn't seem to control. His body felt heavy, his muscles tense, and his sleep had been plagued with nightmares. He felt as though he was drowning.

He'd finally decided to seek professional help. The search was over. He had to go.

The therapist's office. It was a sterile, brightly lit space. A woman, impeccably dressed, rose to greet him. The room began to spin. It was Sarah, the girl who had ruthlessly bullied him in middle school. Now, she was offering him a helping hand. He felt a surge of indignation, quickly followed by a crushing wave of despair.

β€œPlease, come in, Michael,” she said, her voice sounding unnervingly calm.

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