She’d been battling insomnia for weeks. Tonight, the silence of the house was a mocking echo of her inner turmoil. Sleep refused to come. She tossed and turned, replaying every mistake, every missed opportunity. A loud crash outside broke through the quiet, and she sat bolt upright in bed. Through the window, she saw the colossal pine that had been looming over the house next door now sprawled across the yard, its branches a tangled mess. She pressed her hands to her temples, a dull ache throbbing there.

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