The editorโ€™s words, sharp and precise, still resonated in Daniel's ears. He could hear the tone, a dismissive wave of a hand. He crumpled the paper and threw it in the bin.

He rose from his chair, unable to sit still. He went to the kitchen and ran water. He kept checking the locks on the doors and windows. He repeated the action. His apartment felt unsafe.

He started rereading his manuscript, searching for hidden flaws, for the cracks in the armour. Every word was now being challenged.

He had to eliminate them.

Emotion: vigilant

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.15 Negative
PC2 (Disposition): 1.11

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ•ต0.354
๐Ÿ”0.320
๐Ÿ”Ž0.320
๐Ÿง0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318