Liam sat on the park bench, the book resting heavily in his lap. He looked at the sky and then back down at the book. His hands were shaking. He felt his mouth go dry, the dryness spreading down his throat.

He had always been careful, private. The world felt like it was closing in, squeezing the air from his lungs. The author had included details he'd confided to only a handful of people, intimate moments now splashed across the pages for anyone to read.

He closed his eyes. He imagined the author smiling as they wrote it all down. His face flushed with a mixture of anger and humiliation. He stood, his legs feeling unsteady. He walked away from the book, leaving it behind. He had to put some distance between himself and this... this thing.

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