The crunch of cleats on the field was a familiar sound, but today it grated on Emily's nerves. Coach Johnson had just told her that she was being shifted to defence. As a striker, she’d been used to the glory, the thrill of scoring goals. Now, she was expected to prevent them.

Her stomach churned. She felt as though she was teetering on a cliff. The thought of the tackles, the pressure, the possibility of missing an assignment, felt overwhelming. She ran a hand through her hair, desperate to find some form of composure.

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