My jaw clenched as I scrolled through the comments. Each one a tiny digital pinprick, a fresh assault. They were laughing. At me. At my fourteen-year-old self’s desperate pronouncements of love for Chad from history class. The thermostat in my apartment seemed to spike a degree every time I refreshed the page. I spun around, checking the lock on the front door, though I knew it was secure.

The next comment – a simple, mocking emoji – made me inhale sharply. I slammed the laptop shut, the metallic clang echoing in the sudden silence. My hands were trembling. I knew I wouldn’t sleep.

The house creaked. I froze, every muscle taut, listening. Nothing. Just the settling of the old building. I crept to the kitchen, grabbed a knife from the block – just in case. The shadows in the hallway seemed to lengthen, twist, and form figures.

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