The campfire crackled, casting flickering shadows on the faces of Sarah and Ben. Sarah listened, every muscle tense. Ben was telling a tale of their first camping trip, a story full of camaraderie and shared laughter. It felt like something out of a book.

He described the way they’d navigated the dark woods, the shared sense of adventure. Sarah felt a creeping unease, a disquiet she couldn't explain. She looked at Ben, and his face was animated, lit by the flames.

β€œAnd you were so brave, remember?” he said, glancing over at her. He seemed to expect her to smile, to join in his enjoyment of the story.

Sarah remembered being terrified. The woods had been dark and forbidding, and the sound of the wind had been like a threat.

"Yeah," she replied, her voice sounding hollow, like the echo of a cave. She felt cold despite the warmth of the fire. She scanned her surroundings, searching for something, anything that could give her clarity.

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