The takeout containers were stacked precariously on the kitchen counter, threatening to topple with the slightest movement. Clara, running late for a work meeting she hadn't prepared for, slammed her laptop open. Her stomach churned, a dull ache that wouldn't abate. She needed a coffee, now, but the line at the cafe down the street was always monstrous. Suddenly, a crumpled piece of paper caught her eye. It was taped to the fridge, a handwritten list. It was Mark's handwriting, she knew it well. She picked it up, expecting a grocery list. "Climb a mountain," it read, followed by, "Learn to play the guitar," and then, "Go skydiving."

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