"You alright, Dad?" her daughter asked, her voice small. They stood at the edge of the property, watching the crew prepare their equipment. His daughter had been excited to see "grandma's house" but now the excitement had faded, replaced by worry.

He forced a smile, but felt the muscles in his face tighten. He knelt and hugged her, inhaling the scent of her hair, trying to ground himself. His childhood was in that house, and it was about to be obliterated.

"It's just… a lot," he managed, his voice sounding thin even to his own ears. He felt a throbbing sensation in his temples. He looked away from the looming machinery, focusing on the vibrant green of the grass.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion rattled. 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 rattled stories, after denoising with neutral dialogue baselines, produces the rattled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the rattled vector is projected through the unembedding matrix.

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
πŸ˜–0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234