β€œThis is a mess,” Sarah whispered to herself, shoving a stray strand of hair behind her ear. She was trying to organize her grandfather's study, a task she had been avoiding for weeks. It felt heavy, each object a symbol of the man she had loved.

She had found a hidden compartment in the desk and inside, a letter. Addressed to his partner at the architecture firm, it announced his departure. The reasons were vague: "a difference of opinion," "a change of direction." The tone was brisk, almost cold.

The unfamiliar words rang in Sarah's ears. Her grandfather, known for his warmth and kindness, had penned this. Her hands trembled. She sat, staring at the letter, and felt a cold hollowness spread throughout her.

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