The paper felt thin and fragile in his grip. Liam found it folded inside his wife's address book. He read, "See a Broadway show." "Learn to bake sourdough bread." "Go on a hot air balloon ride." His pulse quickened. He hadn't known these desires existed. A feeling of dread, cold and heavy, settled in his chest.

He walked into the bedroom, his steps hesitant. He wanted to ask her, to confront her, but the words wouldn't come. He couldn't understand why he felt this way, this sudden sense of unease.

He ran a hand through his hair, tugging at the strands. He needed air. He walked to the window and stared outside, watching the cars drive by, each one a potential escape route. He felt a profound sense of helplessness.

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