He had found the list taped to the back of a photograph. The picture showed his mother, smiling brightly. He felt a physical ache in his chest, a tight knot. The list was a stark reminder of what he had lost.

*Walk the Camino de Santiago.* He let out a small, involuntary gasp. He'd never known her to express any desire for such an activity. He felt a hot flush creep up his neck.

*Learn to knit.* A sudden, sharp pain flared in his stomach. He wasn’t sure he could breathe. His vision was blurring.

*Be happy.* The last words seemed to echo in the silent apartment. He had to get out.

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