The late-night light from Liam’s laptop cast elongated shadows across his bedroom. Sarah, perched outside his closed door, could hear the rhythmic tap-tap-tapping of keys. It was past midnight, and Liam, normally comatose by now, was clearly occupied. She’d noticed the change in him – the furtive glances at his phone, the hurried closing of apps whenever she entered the room. A knot tightened in her stomach.

She decided to try the old key trick, a bit of the hinge's lubricant that would allow her to open the door silently. She slipped inside. Liam jumped, slamming his laptop shut with a loud crack. His face was flushed.

“Mom! What are you doing in here?” he stammered, his voice tight. Sarah gestured to the laptop, her eyebrow raised. The game was up. She saw the social media icon.

“Just checking on my boy,” she said softly, her voice betraying the unease she felt. “What were you working on so late?”

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