The scent of old paper and fading ink filled Tom’s nostrils, a scent he usually found comforting. Today, however, it was unsettling. His grandmother, the paragon of virtue in the family stories, was pictured in a nightclub. In another, she was holding a bottle, with a face Tom did not recognize.

His throat felt constricted. He felt as though the air had been sucked out of the room. He ran his hand over his face.

He got up and began to pace, unable to shake the feeling of disquiet. He tried to think of his grandmother, and then thought of the photographs. The photographs, and the stories.

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
πŸŽ‰-0.233
happy-0.231
"-0.228