"Just breathe," she muttered to herself, staring at her reflection in the bathroom mirror. The words felt hollow, inadequate to quell the chaos within. Her heart was a trapped bird, beating against her ribs. The test results, delivered via text, had blown apart her sense of self. She splashed cold water on her face, trying to clear her head, but the image staring back was unfamiliar, distorted. She couldn't meet her own gaze, her eyes reflecting the overwhelming weight of the unknown. She reached for the towel, her hand shaking, and felt a single tear roll down her cheek.

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
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169