The embossed invitation felt heavy in Daniel's hand, like a small, accusing weight. He ran a finger over the gold lettering, 'Northwood High - Class of '04 - Tenth Reunion'. A shiver skittered down his spine, a cold draft despite the summer heat. He’d barely spoken to anyone from Northwood since graduation. His life now was a world away from the manicured lawns and privileged cliques of his youth.

He crumpled the paper in his fist, then smoothed it out, smoothing out the imagined wrinkles in his life. Maybe, just maybe, it wouldn’t be so bad. A half-formed smile flickered across his face, then vanished as quickly as it came. He tossed the invitation onto the growing pile of bills on his kitchen table, the only other piece of paper among them, a reminder of the life he really lived.

His gaze drifted to the chipped paint on the wall. He picked up his phone, then put it back down, unread. He had a sudden urge to clean, to scrub away the dust and the past, even if it was only a few hours.

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