The list crackled in Finn's hands as he reread it. *Ride a horse. Build a model airplane. Visit Ireland*. His father, a man of simple pleasures, had yearned for adventure. Finn felt the familiar ache in his jaw. He was already overwhelmed with his responsibilities.

He looked around the cluttered room, at the unfinished projects and the overflowing inbox. The feeling in his gut was a heavy, sinking feeling. He felt a constant low-level humming in his ears. He needed a break, a long one.

He picked up the phone and stared at it, uncertain.

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