The constant drumming of his fingers against the table grated on Leo's nerves. He hadn’t touched his coffee in the last hour. The air in his cramped dorm room felt thick, oppressive. Outside, the sounds of students laughing and socializing, normally a comforting backdrop, now felt mocking. He glanced at the half-packed boxes in the corner, the remnants of a planned move to a new apartment. Now, the boxes seemed to amplify the feeling of displacement, of being uprooted. He swiveled in his chair, staring at the closed door, as if expecting something terrible to burst through.

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