David found himself staring at the neighbor's yard, his grip tightening on the watering can. The incessant hammering echoed in his head, a relentless drumming that punctuated his anxiety. He’d always kept a watchful eye on his surroundings. Now, he found himself scrutinizing every inch of the fence line.

He’d gone out to water his prize-winning roses, the ones he'd nurtured for years, as he did every evening. But today, the task felt different, filled with a disquiet he couldn't name. He poured water onto the thirsty plants, the gentle sound a fragile counterpoint to the construction noise.

He noticed every detail: the height of the posts, the spacing of the planks. His attention was focused, like a predator stalking its prey. He felt his jaw tighten.

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