The “B” in her psychology class was not at all what she had predicted. She had always gotten As. She reread the professor's comments, but they were vague and unhelpful. She felt betrayed.

She sat in the library, rereading her paper. She'd spent weeks researching, and writing. The research included a controversial topic, one that touched on the professor’s own area of expertise. She had a memory of the professor’s icy demeanor during her presentation.

A wave of heat surged through her. It was a physical sensation, an eruption of frustration. She looked around, suddenly unsure of who to trust, as if someone was watching her. The silence of the library became oppressive.

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