The needles clicked and clacked, the rhythm a frantic counterpoint to the turmoil in her thoughts. Eleanorโ€™s fingers flew across the yarn, a desperate attempt to channel her agitation. Her vision blurred, her eyes feeling dry and scratchy. She could barely taste her food.

"Grandma's Cozy Blanket," a recipe for the perfect knitted scarf. It was now a global brand, sold at exorbitant prices. Her niece, who she had shared her recipe with, was sitting pretty. The name was different, the scarf a little thinner, but she knew. She knew every stitch, every color combination.

She tugged at the yarn, the threads snapping. A sob escaped her, tight and ragged. She had lost so much; and it all felt so unfair.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฉ0.266
๐Ÿ˜ซ0.256
๐Ÿ˜ฐ0.239
๐Ÿ˜–0.237
๐Ÿ˜ž0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169