The sunlight, normally a welcome presence, seemed to glare through the kitchen window, highlighting every speck of dust. Sarah found herself unable to focus on the crossword puzzle. She kept re-reading the clues, her mind a tangled web of hypothetical scenarios. The thought of what Mr. Petrov was about to propose felt like a physical weight on her shoulders.

He came to the door, a polite, yet serious expression on his face. She opened it, finding him holding a large envelope.

His words, when they came, were measured and precise, detailing the problem with the birch tree. Her gaze fixed on her shoes. The details of the tree's supposed danger blurred together, each syllable a hammer blow against the silent hope she harbored. Her stomach churned.

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