He tried to focus on his crossword puzzle, but the sight of the gardener meticulously tending Mrs. Davies' rose bushes distracted him. Every leaf seemed perfect, every bloom vibrant and lush. He couldn’t shake the image of the gardener, with his expensive tools and expert hands.

The sound of the lawnmower next door grated on him. It was a brand new, self-propelled model. He himself had to push his old clunker up and down the hill. He felt a throbbing sensation behind his temples, and his pulse quickened.

He glanced at the worn cover of the book on his lap. He felt his hands begin to sweat. He closed the book and pushed it away. The ink on the page seemed to taunt him, as if it was reminding him of something. He walked to the kitchen and made himself a cup of tea.

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