The small, hard lump in Amelia’s throat made it difficult to swallow. She had been enjoying her coffee when the book had arrived. It had thrown her so far off balance that she felt disconnected from reality. She hadn’t ordered it. She certainly hadn’t authorized it.

She reread the author's name on the cover. A woman she vaguely knew from a writing conference. How had she gotten all of this information? She felt a chill crawl up her spine. Her fingers tightened around the mug, the warmth doing little to soothe the sudden chill.

She felt a wave of nausea. She needed to get out of the house, away from this book, away from the feeling of being exposed. She stood up too fast, the world tilting precariously. Her legs felt weak, and she stumbled slightly as she made her way towards the front door.

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