"This can't be happening," Karen whispered, her voice barely audible. The paper felt like fire in her grasp. The news was unwelcome. Her fingers were twitching. Her jaw ached with tension. She felt the urge to crumple the notice, to tear it into tiny pieces.

She found herself walking restlessly from room to room. The familiar objects around her seemed to taunt her. Her plants, her books, her cozy rug - suddenly, all were imperiled. She ran a hand through her hair, her fingers getting caught in the tangles.

She needed to get away, to clear her head. She grabbed her keys, her movements jerky and uncoordinated. The thought of facing the impending changes filled her with a profound sense of foreboding. She just needed a respite.

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