"Focus," Sarah whispered to herself, squeezing her eyes shut. The upcoming audition was everything. Years of practice, sacrifices, all boiled down to this one moment. Her online friend, "StarryEyes," had been her rock, offering encouragement and a listening ear. She’d always believed she lived miles away. Then came a message: Let's grab coffee? Her palms were slick with sweat.

Her tiny apartment felt like a pressure cooker, the walls closing in. She paced back and forth, unable to settle. A walk, fresh air, she told herself. Just a little time to clear her head.

The park was beautiful, but she found herself barely noticing. Her eyes scanned the crowd, searching for him. When she saw him, a wave of something – fear? – washed over her.

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