James stared at the laptop screen, the cursor blinking mockingly. He was supposed to be writing a proposal, but his mind was elsewhere. He couldn’t shake the image of the novel he had found in Emma’s drawer. The book painted him as a selfish, unsupportive partner. His chest felt constricted.

He sighed, pushing back from his desk. He felt a deep weariness, a bone-deep fatigue that seeped into his very marrow. The silence of the apartment felt heavy, broken only by the hum of the refrigerator.

He looked around the room, feeling as though he were trapped.

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