The silence in the car was crushing. Liam stared out the window, watching the familiar landscape blur past. He’d made the decision to move back, but the closer they got to his parents' house, the heavier his heart became.

His father, driving, whistled tunelessly, a stark contrast to the internal turmoil that had begun to build. The air conditioning was on full blast, but Liam could feel a sweat starting to form on the back of his neck.

He forced himself to look at his father, to offer a smile, but the words wouldn’t come. He shifted in his seat, a restless energy building inside him. The house loomed, a titan in the distance.

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