"Another rejection," David muttered, his voice tight. The application had been his last hope, and the disappointment settled in his gut like a stone. He forced himself to walk to the mailbox, a chore he’d been dreading all day.

He found a card. No name, just a simple "Hope you have a good one!" printed in a cheerful font. He let out a humorless laugh. Good one? What did they know?

He ripped the card in half, then tore it into smaller and smaller pieces, a tangible expression of his frustration. He balled up the shredded remnants in his fist, a desperate desire to simply disappear.

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