The rhythmic click-clack of the knitting needles, once a soothing symphony in Eleanor's hands, now grated on her nerves. Her son, Finn, had taken up knitting with a vengeance. He’d commandeered her yarn stash, transforming her cozy living room into a riot of colorful projects.

She began avoiding the living room, finding solace in the quiet solitude of her bedroom. She would clench her jaw, her nails digging into her palms. The sound of the needles echoing through the house filled her with a nameless unease.

One evening, Finn asked her to help him choose some colors, but as she looked at the vibrant skeins, the back of her neck prickled. "I'm going to step out for a bit," she said, her voice strained, quickly leaving the house to go for a walk.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256