The air conditioning hummed, a monotonous drone that amplified the building pressure inside Mark’s head. His shoulders were tense, his neck a rigid cable. He hadn't touched his lunch, the sandwich sitting untouched in its plastic container.

The announcement had come like a sudden blow. He rubbed his eyes, trying to clear his vision, but the words on the screen swam before him. He felt as if he were underwater, struggling for air.

He stared at his computer screen, the bright light intensifying his discomfort. Everything seemed to be in slow motion. He felt a profound sense of helplessness, a feeling that intensified with each passing second as the time drew closer to the big announcement.

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