The car ride over had been tense. Mark kept glancing at his sister, Sarah, who had barely spoken a word since they left. "Are you alright?" he'd asked. She’d just shrugged, the tension palpable in the small space. Now, standing in the packed restaurant, the source of her discomfort became clearer.

The restaurant was a local establishment, but it was oddly empty aside from the party guests. It was too quiet. The staff seemed robotic, their movements precise and their smiles frozen. The menu was limited to a single set course. The air felt heavy, as if everyone was holding their breath.

When it was his turn to speak, Mark swallowed hard, the words catching in his throat. He glanced at his parents, who were smiling at him, their eyes unusually bright. He felt a profound sense of disquiet, a feeling that this was not a celebration, but something else entirely.

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