The bills were piling up, the rent was due, and the job search was going nowhere. He felt a knot tighten in his stomach. Across the living room, Maya was excitedly showing off photos from their last trip. "That ski trip was the best!" she exclaimed.

"I remember falling down the entire time, getting frostbite, and being miserable." His voice was flat.

Maya’s smile faltered. “But we laughed so much! And the snow was amazing!” She looked genuinely confused.

The gap between their memories was a physical barrier. He felt a surge of frustration, like he was trapped in a bad dream he couldn’t wake up from. He ran a hand through his hair, a nervous gesture.

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