David found the attic door ajar. He didn't remember leaving it that way. He felt a tightening in his chest, a sense of intrusion.

He climbed the stairs, flashlight in hand. The attic was a labyrinth of forgotten treasures. He found a strange collection of items hidden in the back, a series of intricately carved wooden animals, each with a small, metal tag.

He didn't know what they meant, but the hair on the back of his neck prickled. The tags each had a number, and a series of strange symbols. His breath hitched in his throat.

Emotion: suspicious

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.82 Negative
PC2 (Disposition): 0.82

Role in Research

This story is one of 1,000 stories generated for the emotion suspicious. 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 suspicious stories, after denoising with neutral dialogue baselines, produces the suspicious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the suspicious vector is projected through the unembedding matrix.

Promoted:
🤔0.420
🤔0.415
🧐0.362
0.352
suspicious0.352
Suppressed:
and-0.307
alleviate-0.301
ได้รับการ-0.298
allevi-0.285
mouthful-0.284