The notification popped up during a particularly awkward silence in his English class. "Mr. Rodriguez liked your story." Mark felt his face flush. He was sure he saw Mr. Rodriguez glance in his direction.

A wave of dread washed over him. The story in question was a meme he had posted, slightly edgy and mocking the school's dress code. Was he in trouble? He felt a sudden pressure in his chest.

He kept glancing at the clock, willing the lesson to end. The classroom seemed to shrink, the air thickening with a suffocating tension. He tried to focus on his assignment, but his thoughts were a jumbled mess.

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