The aroma of freshly brewed coffee, a morning ritual for Beatrice, now felt tainted. Her daughter, Willow, had become a barista, not just at a coffee shop but, unbelievably, in their own kitchen. The precision with which Willow measured the beans, the way she steamed the milk, it was unnerving.

Beatrice spent her mornings now in the garden, puttering amongst the vegetables, her breath catching in her throat. She found herself snapping at her husband, searching for an outlet for an unnamable agitation.

“Did you remember to order the Sumatra beans?” she had asked Willow earlier, her voice sharp. Willow’s reply, a calm, "Of course, Mom," had set her teeth on edge.

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