"Reunion, huh?" John muttered, the words barely audible as he stared at the invitation. He had been meticulously organizing his tools, a familiar, comforting routine. He abruptly stopped, his hands still. He felt like someone was observing him, an unwelcome spectator.

He walked over to the window, pushing aside the curtain to look outside. The world seemed overly bright, the sounds of the street too loud. The thought of being in a crowded room, forced to make small talk, filled him with a sense of dread. He felt a tightening in his jaw.

He began pacing in the small room, a slow, methodical circuit around the workbench. His chest felt heavy, as if weighed down by some unseen burden. He kicked a stray tool, a wrench, sending it skittering across 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