The flickering fluorescent light in the kitchen seemed to pulse in time with Amelia's temples. She dropped the overflowing laundry basket with a thud, the damp clothes tumbling onto the already cluttered floor. She should have gone to bed hours ago, but the emails kept coming. Her fingers drummed a frantic rhythm against the countertop.

A small, brown cardboard box lay on the doorstep, addressed to "Mr. Alistair Finch, Apt. 3B." Amelia sighed, shoving the errant strands of hair from her face. That was the previous tenant, the one who'd left behind the collection of chipped mugs and the lingering scent of stale cigarettes. She had to get her hands on the mail.

She kicked the box inside, intending to just toss it. She felt a tightening in her chest, a physical manifestation of the crushing weight of everything. Instead, she picked it up, noticing its surprisingly delicate weight. Maybe it was something important. She should probably try and find Mr. Finch.

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
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169