Liam stared at the typed message, his pulse hammering against his ribs. Professor Ramirez, his advisor, was departing. He let out a breath he didn't realize he'd been holding. *Imminent departure.* The announcement felt like a punch to the gut. The familiar, reassuring hum of the university's air conditioning system seemed to morph into a threatening growl.

He found himself pacing his tiny apartment, phone clutched tight in his fist. He considered calling his advisor, but the thought of his voice cracking, of betraying the turmoil churning inside him, stopped him.

The weight of the impending change pressed on him. He felt pinned by invisible forces, and a prickly sensation crawled up his spine. His thesis, his future, all felt suddenly… precarious.

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