He stared at the list, his stomach twisting. "Build a treehouse," read the first item. His father, the man who spent his life behind a desk, building something physical? It didn’t fit the image he’d constructed. He paced the living room, agitated.

The silence of the house felt deafening. "Learn to play the saxophone." The very thought caused a stinging sensation to rise in his chest. A saxophone? He couldn't imagine himself doing that. He kept pulling at his lower lip.

He kept re-reading the last entry: "Find peace." He swallowed hard. The feeling of being completely unmoored, the overwhelming grief, made it seem an impossible task. He pushed the list away, but the words echoed in his head.

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