The announcement came during a seminar, projected on the screen behind Dr. Evans. For Mark, it was like the ground shifting beneath his feet. Professor Ito was leaving. He felt a cold shiver run down his spine. He immediately began to catalogue all of his work.

He found himself fidgeting, constantly adjusting his glasses. He looked around the room, at the other students, their faces mirroring his own… disquiet. He found himself staring intensely at the professor, as if trying to decipher a hidden meaning in his expression.

After the seminar, he fled the building, the air outside suddenly feeling too thin to breathe. He felt a strong desire to run, to escape the implications of the information he had just received.

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