The knock at the door startled Martha so badly she nearly dropped her teacup. She peered through the peephole, her heart giving a little lurch when she saw Mrs. Henderson, her seemingly perpetually cheerful neighbor, smiling back. Martha smoothed down her floral dress, then took a deep breath before opening the door.

"Oh, hello, Martha! Lovely day, isn't it?" Mrs. Henderson chirped.

Martha managed a weak smile. "Yes, it is." Mrs. Henderson’s gaze drifted to the perfectly manicured lawn, then back to Martha. "I was wondering... would you ever consider letting me use a small section of your yard for a little vegetable garden?" The request hung in the air, heavy and expectant. Martha's palms began to sweat.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228