The silence in the car was suffocating. Sarah stared out the window, the passing scenery a blur of color. Her jaw ached from clenching her teeth. The knot in her stomach felt like a lead weight, pulling her down.

"You gave it your best shot, honey," her mom said quietly, reaching over to squeeze her hand. Sarah flinched at the touch, then forced a weak smile. Her throat was tight, making it difficult to speak.

The familiar drive home felt longer than usual, the house a distant point on the horizon. The joyous clatter of dinner preparation seemed unbearably loud. She wanted to disappear, to hide from the sympathetic glances, the well-meaning questions. Tears pricked her eyes, blurring the already hazy view.

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