The grade - a ā€˜C’ – felt like a personal attack. I felt my face flush. The air in the room grew heavy. My eyes darted around, taking in every detail. The sunlight streamed through the window, illuminating dust motes that danced in the air.

I forced a smile, but my stomach twisted into knots. "I'm a little surprised," I said, my voice sounding unnaturally high. I grabbed my notebook, flipping through the pages, searching for errors.

I needed to uncover the truth, the real reason behind this verdict. The world narrowed to this singular problem. The very air around me crackled. I began to feel trapped.

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:
šŸ•µ0.354
šŸ”0.320
šŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318