The first thing Alice did was to turn the book face-down. She didn’t want to look at the cover again. She felt a burning ache in her chest. A tightness. She slumped onto the couch.

It felt… wrong. Violating. The author had interviewed her family, her friends, people she hadn’t spoken to in years. They'd revealed things about her, things that were hers alone. Her mind raced. The world seemed to tilt on its axis.

She needed a drink. Or maybe not. What did anything even matter anymore? She got up and walked to the window. The world outside seemed distant, hazy. She closed her eyes, trying to block everything out, but the words, the accusations, the memories, were already there. They swirled in her head, threatening to drown her.

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