The flickering of the emergency light danced across Daniel's face, casting elongated, distorted shadows on the walls. He ran a hand through his hair, leaving it standing on end. He’d left the stove on at home. A silly oversight, but a terrifying possibility.

He walked up and down the short distance of the elevator, back and forth, each step a measure of the seconds that were ticking away. He pictured the fire, the devastation. He felt a wave of nausea, a churning in his gut.

"Just relax," his coworker, Chloe, said, her voice a soothing balm against the sharp edges of his anxiety. But how could he? His life, his home, his everything was in jeopardy.

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