He’d always been a creature of habit. Every morning, the same routine: coffee, the newspaper, a brief check of his phone. She, Emily, had noticed a change lately, a new level of guardedness. He was suddenly always on the phone in secret, and he would never let her see the screen.

Then, today, she found the envelope. The bank statement was tucked away with his other documents. It was a simple account, but it was there, and the amount was considerable. A feeling of lightness vanished into something cold and dark.

She watched him from the kitchen window, as he walked up the driveway. His smile seemed foreign, and she didn't recognize him at all.

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