The notice, a stark white rectangle, thrummed in Ameliaโ€™s hand. She ran a finger over the crisp paper, the corners digging into her palm. Her heart was doing something frantic in her chest, a rapid-fire drum solo against her ribs. She sank into her worn armchair, the stuffing sighing beneath her weight. The words blurred, but the implications โ€“ the uprooting, the costs โ€“ were sharp and clear.

Her apartment, a haven for the last seven years, now felt like a ticking time bomb. Every creak of the floorboards, every drip from the leaky faucet, now seemed to mock her. The familiar comfort of her space suddenly felt tainted, like something she was about to lose. She took a ragged breath and let it out slowly, the scent of stale coffee clinging to the air.

The thought of moving, of packing, of searching for another place, sent a cold shiver down her spine. Her stomach twisted, and she pushed herself up from the chair. She needed something to occupy her hands, to distract her spinning thoughts. Maybe sheโ€™d finally organize that chaotic bookshelf.

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:
๐Ÿ˜ฉ0.266
๐Ÿ˜ซ0.256
๐Ÿ˜ฐ0.239
๐Ÿ˜–0.237
๐Ÿ˜ž0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169