The chipped mug in Clara's hand trembled, sloshing lukewarm coffee onto the worn wooden table. Across the fence, Mr. Peterson was gesturing wildly, his voice booming over the gentle morning breeze. "Rotting limbs! Dangerous! Liability!"

She took a shaky breath, the air feeling thin and insufficient. The sun felt too bright, the birdsong too loud. She felt a burning sensation in her chest.

He kept talking, about insurance and safety, about how the tree was a hazard. Clara focused on the tiny cracks in the table’s surface. Each word seemed to magnify the pressure in her temples.

She wanted to tell him to just go away, to leave her alone. She wanted to scream. She finally just nodded, mutely agreeing to what he wanted. She wanted the interaction to just end.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169