The pile of unopened bills on the kitchen counter seemed to leer at Amelia. She shoved the last of the breakfast dishes into the dishwasher with a thump. Her jaw clenched so tightly she felt a muscle spasm in her cheek. It had been six months since her father had passed, six months since she’d inherited the ramshackle house and his mountain of unfinished projects. Finding his bucket list tucked inside a dusty copy of *Moby Dick* had been a blow she hadn't anticipated.

She glanced at the list again, a thin, handwritten scrawl: *Climb Mount Fuji. Learn to play the ukulele. See the Northern Lights*. Amelia groaned inwardly. She already felt like she was constantly running to stand still. Between her demanding job and the never-ending repairs the house required, the idea of adding more to her plate felt like sheer lunacy.

The phone rang, its shrill noise making her jump. It was her boss, again.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169