He stared at the muddy paw prints, the vivid evidence of the dog’s latest escapade. His hands were clammy. This was the third time this month. The thought of confronting his neighbor sent a wave of unease through him. He rubbed his forehead, trying to clear his head.

He picked up a nearby garden shovel, his hand trembling slightly. He felt a need to do something, anything, to alleviate the pressure building inside. He wasn’t sure if he could even speak calmly.

He looked at the offending evidence again and ground his teeth together.

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