The phone rang again, pulling her back from the intricate miniature world she was creating. Her shoulders were rigid, and the corners of her mouth were pulled downwards. A client was irate because of a delayed project. Sarah, an architect, had found peace in miniature building, in the meticulous planning and perfect execution of tiny rooms. Her son, Ethan, now devoured her architectural books, sketching his own impossibly complex designs. The phone screeched again, demanding her attention. She rubbed her temples, feeling the dull ache throbbing behind her eyes. β€œHello?” she croaked.

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