The meeting had been a disaster. Bad news all around, and the weight of it pressed heavily on Amelia’s shoulders. She needed to unwind. She found herself wandering around the apartment, restless. She grabbed the remote and turned on the TV, but couldn't focus on the images. She noticed a small, folded piece of paper peeking out from under the couch cushion. It was a list, scrawled on a yellow sticky note. It was clearly David's. "Build a treehouse," it began, followed by "See the Northern Lights," and then, "Learn to sail." A bitter taste filled her mouth.

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