David tossed the book onto the passenger seat of his car, the action abrupt and clumsy. He didn't even want to look at the damned thing. He slammed the door shut, the noise echoing in the quiet garage. His hands clenched into fists. He had planned to go for a run, but his feet felt stuck to the ground.

The book, a meticulously researched account of his life, felt like a weaponized intrusion. Every detail, every relationship, every secret he'd carefully cultivated over the years, was now public knowledge. His breath came in short, shallow gasps.

He rubbed his eyes with the heel of his hand, trying to clear the fog that had descended. He needed to process this, to understand how this had happened. He knew it was going to be an uphill battle, but he couldn't even bring himself to start the trek. He just stood there, his world spinning on a newly tilted axis.

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