The microphone felt heavy in Amelia's hand, almost vibrating. She adjusted it, a nervous tick she hadn't realized she still had. The ballroom shimmered with a golden light, reflecting off the champagne flutes and the overly cheerful faces of her parents' friends. She swallowed, her throat suddenly dry, and scanned the crowd, searching for a friendly face. Finding none, she forced a smile. Her father, beaming from the dais, gave her a thumbs up. A bead of sweat traced a path down her temple.

Amelia cleared her throat, the sound magnified by the PA system. The clinking of silverware stopped. Silence descended. She glanced at the prepared notes in her trembling hand, then back up at the sea of expectant eyes. The paper felt like a burning coal.

“So… Dad,” she began, her voice a little too high, “and Mom. What a… momentous occasion.” She winced internally. Momentous? Really? She hated sounding so formal.

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