The floral arrangements seemed to loom over David, the scent cloying and oppressive. He kept running a hand through his hair, a gesture he knew was a tell. He hated being the center of attention, and now, here he was, about to make a speech. For his mom. He had to be strong. For her.

He felt a sudden urge to flee, to escape the suffocating atmosphere of the banquet hall. He glanced toward the back exit, picturing himself disappearing into the night. It would be easy.

He took a deep breath, trying to steady his nerves, but his heart was hammering against his ribs. He felt like a trapped animal.

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