The phone felt like a burning coal in John’s hand. His daughter, Chloe, had just called to say she was joining the Church of Scientology. He paced the length of his office, the worn carpet a familiar comfort, but tonight, it felt like a cage.

He kept replaying the conversation in his head, each word Chloe had uttered, each calm explanation of her decision. His breathing was shallow, his chest tight. He felt a sudden, inexplicable urge to throw something, to break something.

He stopped, forcing himself to take a deep breath. His hands were shaking. He went to the window and stared out at the city, its lights blurring through his unshed tears. The image of the Scientology building, its cold, imposing architecture, filled his mind.

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