"Well, this is interesting," I muttered, the letter clutched in my sweaty palm. I’d found it wedged within a well-loved copy of *The Secret Garden*. The book had been a gift, a childhood favorite. Now, it felt tainted. I read the words, the ink a faded brown, a stark contrast to the bright green cover. My eyes darted around the quiet coffee shop. Every casual glance from a stranger felt like an interrogation.

The barista, wiping down the counter, smiled at me. I offered a tight, weak smile in return, my gaze immediately snapping back to the letter. Each sentence was a riddle, each paragraph a potential trap. I re-read the last line slowly, deliberately, hunting for clues I had previously missed. My every sense was heightened, listening to conversations, watching the street outside the window.

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