He hadn't been expecting it. The announcement was made in the middle of a departmental meeting. Ben felt his stomach sink. Professor Moreau, his advisor, was moving to another institution. His palms began to sweat.

He attempted to focus on the meeting, but the words were unintelligible. He was trapped in a haze of disbelief and apprehension. He found himself picking at the thread of his sweater. The polite nods and murmured agreements of his colleagues seemed distant, unreal.

He felt a sudden chill, despite the warm room. He wanted to scream. Instead, he just sat there, frozen, the world shifting beneath his feet.

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