The doctor's words replayed in her head: "The test results..." The diagnosis hung over Maria, a dark cloud obscuring everything. She was trying not to think about it. The anxiety was a physical force. She clenched her fists until her knuckles turned white.

She'd been walking, lost in her thoughts, when she found herself outside a pawnshop. The window display drew her in, and her breath hitched. The ring. It was exactly like the one her grandfather gave her grandmother. It brought back waves of memories.

Her hands shook as she entered the shop. "I... I'd like to see that ring," she managed to say, her voice barely a whisper, a huge lump swelling in her throat.

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