He ripped open the envelope with more force than necessary, the paper tearing raggedly. A wave of heat flushed across his face. He quickly stuffed the invitation into a drawer, slamming it shut, as if trying to trap the contents inside.

He began clenching and unclenching his fists. He kept replaying old high school memories, imagining the judgment in others’ eyes. He felt a sudden, urgent need to be alone, to escape.

He went for a long, fast run, pushing himself until his lungs burned and his legs ached, just to try and force the feeling to subside.

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