The fluorescent lights of the classroom seemed to buzz louder than usual. Liam avoided eye contact with Mr. Davies during the math lesson. A coldness had settled in his stomach the moment he realized his teacher was following him.

He couldn't help but wonder what Mr. Davies had seen on his profile. There were photos of him with his friends, playing video games, some candid shots at the beach. Nothing particularly embarrassing, but still… He felt exposed, as if a private part of his life had been invaded.

He kept his head down, meticulously scribbling notes, the pencil feeling heavy in his hand. Every time Mr. Davies moved around the classroom, a wave of discomfort washed over him, making him want to disappear into the floor.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion uneasy. 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 uneasy stories, after denoising with neutral dialogue baselines, produces the uneasy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the uneasy vector is projected through the unembedding matrix.

Promoted:
😰0.240
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228