She felt a persistent buzz in her head, a constant hum of worry that she couldn’t shake. The bills were overwhelming, and the future seemed uncertain. The yard sale offered an escape, a chance to momentarily forget the weight of her responsibilities.

She spotted it immediately, a small, familiar form amongst a sea of discarded items. It was her childhood teddy bear, Edward. The bear's fur was matted, and one arm was hanging by a thread.

She picked it up, and a feeling of calm settled over her. She knew that holding the bear would make the worries drift away. The familiar softness of his fur brought a moment of peace to her, and the tightness in her chest seemed to loosen its grip. She bought the bear, and felt a tiny smile on her lips.

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:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169