The old house groaned around Leo as he examined the letter. It was a draft resignation of his grandmother, dated from the 1950's. The handwriting, elegant but shaky, was a mirror of a time long gone. He found it wedged inside an old family bible, the pages brittle and yellowed with age.

He moved to the sun-drenched porch, the familiar setting failing to soothe his sudden disquiet. He skimmed the words, searching for answers, but finding only more questions. The details, the lack of them, filled his mind with a confusion he hadn't prepared for.

His breath grew shallow, and a tremor ran through his hands. The air was thick with the scent of jasmine, but he couldn't seem to breathe it in. He felt a desperate need to understand, to know the truth. He started re-reading the document, over and over, hoping something would become clear.

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