The antique music box sat on the mahogany table, its delicate inlaid wood catching the afternoon sun. Clara chewed on her lip, a nervous habit she’d picked up in the last few weeks. Her grandmother's will had been clear: sell the box to cover the mounting medical bills. Clara traced the intricate floral pattern, the familiar ache in her chest tightening with each passing second.

She glanced at the phone, willing it to ring with a reprieve, a solution, anything but the inevitable call from the auction house. A headache throbbed behind her eyes, a constant, dull pressure.

She felt a tremor in her hands as she reached out and opened the box. The tinkling melody, a lullaby her grandmother used to sing, filled the silent room. Tears welled, blurring the image of the delicate ballerina figurine that spun within.

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