"ShadowWolf91" always knew a little too much about Liam's life. He knew his favorite coffee order, his recent job interview, even his dog's name. They'd never met in person, and Liam had been meticulous about keeping his online identity separate from his real one. Lately, the comments had become unsettling.

Liam took to turning around quickly, glancing over his shoulder. He started avoiding his usual routes, taking longer ways home. He felt a growing pressure in his chest, a feeling of being watched.

One afternoon, he received a message: "Spotted you at the library today. Nice book." Liam dropped his phone. The color drained from his face. He felt exposed, naked.

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