The email sat in Oliver’s inbox, glowing with a cruel, digital luminescence. He stared at it, the words blurring before his eyes. Across the country. That's what it said. Across the country, away from him. He blinked, willing the text to change, to morph into something else, something… acceptable.

He ran a hand through his hair, tugging at the strands. His muscles ached, tense. He'd been looking forward to their annual board game tournament. He had no appetite, the thought of food making him feel queasy. He was supposed to meet up with them at the cinema, but all he wanted was to be alone.

His apartment felt small, the walls closing in. He stood up abruptly and started to tidy the living room, a fruitless task that he knew offered no solace, but the repetitive motions offered a small semblance of control.

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