He hadn't been to see his parents in years. Now, this unexpected invitation had arrived, and he felt a knot of dread tighten in his chest. His parents hadn't contacted him since the falling out. Why now, after all this time?

The party was held at a private club, a place he'd never been before. The atmosphere was exclusive, almost hostile. The other guests seemed to be watching him, judging him. He could feel their eyes on him, their unspoken criticisms.

As he prepared to give his speech, he felt a wave of nausea wash over him. His hands were clammy, his heart hammering against his ribs. He looked at his parents, their faces carefully blank. He was starting to suspect that this wasn't a celebration, but a confrontation.

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