He paced the sidewalk, back and forth, the same section of concrete worn smooth by countless deliveries of newspapers and boxes of groceries. This had been his father's domain. He could still hear his father whistling as he watered the roses. A cold trickle of unease traced down his spine.

Each step was a measured calculation. The rhythm of his feet, a frantic attempt at control. His hands fidgeted in his pockets, constantly touching, re-touching, the smooth surface of the stone that had been taken from the house’s foundation.

He had promised himself he would stay until the end, to watch it all crumble. A part of him wanted to run, to disappear and never look back.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256