"Condo conversion?" Maria muttered, her voice tight, the paper rustling in her trembling hands. Her apartment, once a sanctuary, now seemed to shrink around her. The familiar scent of her lilac candles, usually calming, now felt suffocating.

She slammed the paper down on the kitchen counter, the action more out of frustration than purpose. The sudden change had set her teeth on edge. She felt the urge to pace, back and forth, from the living room to the bedroom and back again. The space she’d meticulously curated, filled with memories, suddenly felt vulnerable, threatened.

The thought of having to navigate the complexities of buying, or worse, finding a new place, left a bitter taste in her mouth. She ran a hand through her hair, her fingers tangling in the strands. "This is insane," she whispered, her voice barely audible.

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