Ms. Abernathy stared at the sleek, black box. It sat on her desk, a stark contrast to the colorful clutter of her classroom. A single, perfect red bow adorned its top. The return address was unfamiliar, but the handwriting on the card was instantly recognizable: “To Ms. Abernathy, from Daniel.” Daniel Peterson, a student she hadn't seen in nearly a decade, a boy who’d barely scraped by in her history class. Her brow furrowed. She picked up the card, her fingers tracing the smooth paper. Inside, a brief, effusive message thanked her for “inspiring” him. Her stomach clenched. Inspiration? From *him*?

She glanced at the door, half-expecting a camera crew to burst in. She ran a hand through her hair, smoothing down stray strands. Taking a deep breath, she reached for her letter opener, feeling a tremor in her hands. The box was heavy. Very heavy.

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