A knot formed in David's stomach as he prepared the presentation. The deadline loomed, the stakes were high, and his throat felt constricted. He glanced out the window, hoping for a moment of respite. Instead, he saw the familiar golden blur, Buster, bounding through his meticulously cultivated rose bushes.

David let out a groan, a sound of frustration and despair. He knew what this meant. He knew the time it would take to chase him off, to mend the damage.

He grabbed his gardening gloves, his hands trembling slightly, and stepped outside. The sun was beating down, making his head throb. "Buster, no!" he yelled, the sound strained. The dog, oblivious, was already happily tearing at a prize-winning hybrid.

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