"Are you even listening?" Sarah’s voice, sharp with annoyance, cut through the noise of the coffee shop. She was tracing patterns on the condensation of her iced latte. This stupid DNA test. A half-sister. The news had completely upended her. She had a sudden, overwhelming urge to scream. The clatter of cups and the murmur of conversations felt like an assault on her senses. She felt a knot forming in her stomach, a physical manifestation of her unease. “Look,” she said, her voice tight, “I just… I don’t know how to deal with this.”

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