“No way,” I muttered under my breath, my voice barely audible above the hum of the refrigerator. The photo showed my mother – the woman who always wore sensible shoes and spoke of hard work – on a motorcycle, wind whipping through her hair, a leather jacket clinging to her. She looked… fearless.

I’d always known her as someone who avoided risks. Someone who played it safe. This picture shattered that image.

I sank onto the kitchen chair, the album slipping from my numb fingers. My head spun, trying to reconcile the woman I knew with the one in the photo. My hands trembled, my breath catching in my throat. I suddenly felt lost, adrift in a sea of unknown information.

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