The moving boxes seemed to taunt Amelia from every corner of the living room, their cardboard faces grinning as if they knew the chaos they represented. Her jaw was clenched, a dull ache throbbing behind her temples. Finding the perfect spot for the antique grandfather clock, a family heirloom, felt like scaling a mountain. The new house, a sprawling Victorian, was proving to be a colossal undertaking.

She kicked at a rogue packing peanut, sending it skittering across the polished floorboards. The realtor had gushed about the house’s charm, but Amelia just saw the endless to-do list. Dusting, arranging, unpacking – it was a never-ending cycle.

The faint draft emanating from behind the library's bookshelf was almost imperceptible. Curious, she pressed her hand against the wood, and a section clicked inward. There, revealed, was a dark, narrow doorway. Her breath hitched.

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