The constant beeping of the security scanners felt like a direct assault on Julia's senses. Her grandfather's funeral. She'd finally made peace with the distance, but he was gone. And she was going to be late. She let out a sharp, involuntary sigh.

She started to chew on her lip, a nervous habit she hadn't indulged in years. The airport felt huge, the crowd a blur. She focused on her breathing, trying to calm the rapid hammering of her heart.

She replayed every conversation, every goodbye. The delay was making it impossible for her to get there. Julia felt a stinging sensation behind her eyes, the familiar precursor to tears. She swiped at them furiously, trying to regain control.

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