Rain hammered against the windowpane, mirroring the rapid thudding in Liam's chest. He couldn’t seem to catch his breath. He stared at the small, leather-bound notebook lying open on the coffee table. Sarah’s handwriting, neat and precise, detailed in elegant script. He’d found it tucked away in her desk drawer while searching for a stapler. He hadn't meant to pry. He scanned the list: "Visit the Taj Mahal," "Learn to speak Spanish," "Write a novel." A cold wave washed over him. He felt like he was drowning in a sea of unspoken dreams.

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