The rhythmic click-clack of the train tracks was supposed to be a calming presence, a familiar soundtrack to her daily commute. But today, the sound grated on her nerves, each vibration echoing the turmoil inside her. She re-read the report, the words blurring before her eyes: "Biological parents: Unknown." Her palms were slick with sweat. She kept glancing at the woman across from her, a stranger's face suddenly imbued with an unsettling, potential significance. Every shared glance, every fleeting smile, felt charged with hidden meaning. She got off at her stop early, unable to bear the confinement any longer, and walked into the bustling city streets, feeling a strange mix of claustrophobia and the urge to expand.

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