The house seemed to hum with an unsettling energy, a vibration Amelia couldn't quite place. She sat in her mother's armchair, the plush fabric suddenly feeling rough against her skin. She'd been sorting through old photos when she found them: the manila folders.

Each one was meticulously labelled: "Amelia, Kindergarten," "Amelia, 3rd Grade," "Amelia, High School." She opened the first one. A picture of her kindergarten self, proudly displaying a finger painting. A wave of unease washed over her.

She picked up a folder, her fingers tracing the edges.

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