The coffee shop was too loud, too bright. Sarah drummed her fingers against the cold ceramic of her mug, ignoring the persistent thrumming in her ears. The mortgage payment was overdue, the bills piled high, and the kids needed new shoes. A wave of nausea rolled through her.

She had been wandering aimlessly when she spotted the pawnshop, its windows filled with forgotten treasures. The ring, nestled amongst a collection of watches and tarnished silver, glinted under the harsh fluorescent lights. The description matched her grandmother's engagement ring, lost after a break-in years ago. Hope flared, followed by a sharp pang of dread.

She felt a dizzy spell wash over her, a sudden need to sit down. She forced a smile and asked the man behind the counter, "How much for that ring, please?"

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