The news had been delivered. Eleanor's knuckles were white as she gripped the steering wheel, driving home from the post office. She was hyperaware of the other cars, the cyclists, the pedestrians. Each one was a potential obstacle.

At home, she locked the door, and then the deadbolt. She checked the security system. Her heart was beating fast. Every sound became amplified.

She reread the editorโ€™s feedback, her face growing grim. Every sentence was dissected. She was searching for the weakness.

She would be prepared next time.

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