The chipped mug trembled in Elara's hand, nearly spilling its lukewarm tea. Across the table, Liam was beaming, recounting the bonfire night with such vivid detail, it was like she hadn't been there at all. He remembered the fireworks bursting over the lake, the way the fire crackled, the specific song that was playing. Elara fiddled with the strap of her bag, the leather now feeling rough and unfamiliar against her skin. She had a completely different recollection. For her, the night was a blur of cold wind and the metallic tang of fear, the fire a roaring inferno rather than a comforting light. She'd been certain they'd huddled under a bridge, not near a lake. His certainty was unsettling, a persistent itch behind her eyes.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290