He stared at the envelope, the thick stack of bills contained within. He’d found the wallet in the parking lot of the grocery store. It was a considerable amount, more than enough to cover his mother's medical bills.

His jaw clenched, and his hands gripped the edge of the kitchen table. The thought of his mother's suffering, of her facing another setback due to lack of funds, filled him with a potent sense of both anger and uncertainty.

The air in the kitchen felt thick and heavy. He picked at a loose thread on the tablecloth, his gaze fixed on the money. He knew what he *should* do, but a different voice, a selfish, tempting murmur, was starting to rise up within him.

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