Her breath hitched as she watched the last of the firefighters leave the scene. The fire, thankfully, hadn’t claimed the whole house, but enough of it was gone. She felt a searing pain in her chest. She stood there, numb, as a delivery person handed her a bouquet of irises.

The deep purple was gorgeous, but she couldn't think. The delivery person simply smiled. She turned the blooms over, searching for a note. There wasn’t one. She stood there, silent and still, the flowers a heavy burden in her arms.

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