He ran a hand through his thinning hair, leaving it standing on end. The morning sun, normally a source of comfort, felt like a spotlight on his exposed anxiety. Inside, a relentless knot twisted, making it hard to breathe. The air in the training room felt thick and heavy.

"Alright, Sarah, let's go over the inventory system again," he said, forcing a calm tone. He hated the way his voice wavered slightly. He’d poured years into mastering the system; the thought of handing it over felt like a physical wrench.

Sarah, her eyes wide with what he could only interpret as unflappable confidence, smiled. Each click of her pen was a tiny hammer blow on his already fragile composure. He leaned back in his chair, trying to create distance between himself and this unwelcome reality, while his stomach churned.

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