The embossed invitation felt sharp against Amelia’s fingertips. She held it at arm's length, the gold lettering glinting accusingly in the afternoon sun. Reunion. Ten years. Her breath hitched. She’d barely glanced at the return address. Now, staring at the glossy paper, a prickle crawled up her spine. Every single pore seemed to open, alert to the potential threats lurking within.

She placed the invitation on the kitchen counter, backing away slowly, as though it were a venomous creature. She began to clean, scrubbing the already spotless granite with an almost manic intensity. She scowled. Dust motes danced in the sunlight, innocent but suspicious.

A sudden, sharp ping from the microwave startled her. She flinched, turning toward it with a jolt, heart hammering. Her hand hovered near the oven mitts. Who knew what horrors lay within?

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