"I still can't believe this is happening," Amelia murmured, her voice thin and reedy. She kept her hands clasped in front of her, her knuckles white. Sunlight streamed through the dusty windows of the living room, illuminating motes of dust dancing in the air. Her brother, David, was already rummaging through a box in the corner, a determined glint in his eye. She flinched as a sudden creak from the stairs echoed through the house. The sound seemed to pierce through her, making her shoulders tense. She needed a cup of tea, a very strong cup of tea.

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