Maya chewed on the inside of her cheek, the taste of blood metallic in her mouth. Emails. Always emails. Her fingers flew across the keyboard, deleting, archiving, responding with curt efficiency. The deadlines loomed like monstrous shadows, each one demanding a piece of her dwindling sanity. A notification popped up – a message from 'NightOwl88,' her online confidante. He’d lived in another state, she thought, before she realized he was asking to meet up. Her heart hammered against her ribs.

Her apartment felt small, the walls closing in. She needed air, a break, anything to escape the digital prison she’d built. Grabbing her keys, she told herself a walk would clear her head. The city, usually a vibrant hum, was suddenly a deafening roar.

The café they agreed to meet at was bustling, a chaotic symphony of clinking cups and chattering voices. She scanned the room, her gaze darting from face to face. Finding him was easy - a familiar username tattooed on his wrist.

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