The professor's words were polite, yet the 'D' felt like a physical blow. A cold dread seeped into my bones. He spoke of β€œlack of engagement,” a phrase that felt like a personal insult. My mind raced, piecing together a defense.

I felt every blink, every intake of breath, amplify my mounting fear. I had to be perfect. My hands fumbled with my backpack, as I searched for the notebook, the papers, anything that could support my side.

His gaze flicked to the clock. I felt time slipping away, the sand draining from the hourglass. I knew I needed to convince him. But the more I spoke, the more the words felt inadequate, hollow.

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