The request from Kevin Pierce had arrived at the worst possible moment. Just as Emily was about to leave for a job interview. Her palms began to sweat, making it difficult to hold her briefcase. Her carefully crafted composure began to unravel.

She quickly tried to ignore the notification, but the thought of seeing him, perhaps at her future job, gnawed at her. She felt a compelling urge to delete the request. The very idea of him, of their past, filled her with a strange, unsettling energy.

She ran her hand over her dress, smoothing down imaginary wrinkles. The interview, once a source of excitement, now felt like a terrifying ordeal. She felt an urgent need to escape, to postpone, to disappear.

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