The ringing phone felt like a physical blow against her eardrum. It was the third time in an hour, and each call felt like a tiny, insistent hammer. Sarah glanced at the missed calls: her boss, her mother, and now, her increasingly exasperated roommate, Emily. The little white lie about needing a pet for “companionship” felt heavier now than it had when she first proposed it.

Her apartment, usually a haven, felt cramped. The sunlight that streamed through the window seemed to highlight the dust motes dancing in the air, mocking her inability to relax. She pictured Emily's face, the disapproving slant of her eyebrow, and squeezed her eyes shut. Taking a deep breath, she picked up the phone.

"Hey, it's me. What's up?" she asked, her voice cracking slightly.

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