A chill snaked up Marcusโ€™s spine the instant he stepped into the dusty attic. His sister, Clara, hummed a tuneless melody, seemingly oblivious to the oppressive atmosphere. He, however, felt a constant, low-level thrum of unease, a tightening in his chest. The solicitor had presented them with their inheritance: a collection of antique coins for him, a collection of antique dolls for Clara. Marcus ran a finger along the cold, metallic surface of each coin, checking for any inconsistencies, any hidden markings. The coins felt like cold, dead eyes staring back at him. He would not be caught off-guard.

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