He had seen it coming, of course. But seeing it in writing, the cold, official words, still jolted him. He felt a tightening in his chest, a sensation of being trapped. He walked around the apartment, tracing the lines of the walls with his fingertips.

He needed to think, but his thoughts were a jumbled mess. He picked up a book, then dropped it. He couldn’t focus. He felt a desperate need to distract himself.

He ran a hand through his hair, again and again, his gaze darting from one object to another. He felt like a caged animal.

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