The silence of the apartment was suffocating. Maria stared at the list, the words blurring before her eyes. “Visit the Taj Mahal.” “Learn to paint.” Her grandmother, a woman of gentle smiles and quiet strength, had held a universe of unspoken desires.

A tremor ran through her, making the list tremble in her grasp. She knew she should be calling the caterer, arranging the flowers. But her mind was elsewhere, lost in the echoing silence of her grandmother's absence.

She felt a sharp, unexpected pain in her chest, a physical manifestation of her emotional turmoil. The world suddenly seemed to spin around her. Her phone was in her hand, but she couldn’t find the strength to dial.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228