The attic was a mausoleum of forgotten things. Sarah, flashlight beam dancing ahead, navigated the labyrinth of boxes and forgotten furniture. The air hung heavy with the scent of decay. Then, she saw it, tucked inside a leather-bound journal: her mother’s unfinished resignation letter from the art gallery she’d worked at, from before Sarah was born.

She felt a tremor run through her. Every shadow seemed to move, every sound an echo of something hidden. She sat down on the dusty floor, her eyes glued to the familiar handwriting. The words spoke of creative suppression, of a suffocating atmosphere. She felt her chest tighten.

She clutched the letter, a protective instinct surging through her. She had to understand. She had to protect her mother’s memory. Her hand instinctively reached for her phone.

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