The constant tick of the grandfather clock in the hallway felt amplified in Amelia’s ears. She paced the confines of her old bedroom, the floorboards groaning under her weight. The room itself was a relic, a monument to a past she wasn't sure she wanted to revisit. Everything was where she’d left it – the posters, the stuffed animals, the chipped ceramic figurines.

She'd been so sure she could make it on her own. The reality of failure was a bitter pill. Now, the quiet scrutiny in her parent’s eyes, the unspoken judgments… they were almost unbearable. She ran a hand through her hair, the strands catching in her fingers.

"Amelia? Are you alright, dear?" Her mother's voice, soft and probing, echoed from the doorway.

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