“Dad, you’ve got mail!” twelve-year-old Leo shouted from the hallway. David, immersed in a book, reluctantly looked up. The email was from his ex-wife. She'd left him for his best friend twenty years ago. He felt a jolt of something he couldn't quite name.

He read the message, his jaw clenching. He felt a flush creep up his neck. The years melted away, and he was back in that moment, the sting of the betrayal sharp and fresh. He rubbed his eyes.

He stood up, walking from the living room to the kitchen and back. He opened the fridge and then closed it. He began to feel a sense of irritation. He had built his life. The letter was an intrusion. He had a responsibility to his son.

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
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234