The office was buzzing with afternoon energy. Sarah, however, remained rooted to her chair, her gaze fixed on the vibrant tulips sitting on her desk. They were a vivid splash of color in the otherwise sterile environment. No accompanying message.

She'd immediately scanned the office, assessing everyone's expressions, their casual interactions. Was it a coworker? A secret admirer? Someone from her past? She mentally replayed the entire day.

She spent the remainder of the afternoon, watching, listening, piecing together fragments of information. She felt a need to understand the intent behind the gift, the reason for the secrecy. Her coffee had gone cold.

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:
🕵0.354
🔍0.320
🔎0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318