The letter, found inside a dog-eared copy of *Little Women*, felt like a betrayal. The world she’d known, safe and predictable, had suddenly fractured. Her pulse quickened. She sat on the park bench, the autumn breeze rustling the leaves. She felt exposed, vulnerable. Her gaze kept darting around the area, looking for potential threats.

She re-read the letter, her lips moving silently as she deciphered the cryptic words. Each sentence became another piece of the puzzle, but the picture still remained out of reach. She stood up abruptly. She had to get somewhere safe, somewhere quiet. She started walking fast, her mind racing.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318