The words on the screen blurred before her eyes. โ€œThe Book Nook Bistroโ€ was closing. A sob escaped her lips. The news hit her hard, a punch to the gut. She had gone there almost every day for the past decade, finding peace between the pages of a book and a steaming mug of tea. The bistro was her sanctuary.

She felt a knot forming in her throat, making it difficult to breathe. Her hands shook as she closed her laptop, the action feeling final. She needed to escape, to run. She grabbed her coat and rushed out the door, the cold air stinging her face as she hurried down the street.

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