The wind whipped across the bridge, mirroring the frenzy inside Leo. He clutched the wallet tighter, the leather rough against his trembling knuckles. Found near the railing, near where he often sat, contemplating. Now, his contemplation had morphed into a relentless internal debate.

He considered the options, each one a sharp spike in his gut. Keep it? A moment of pure, selfish temptation. Give it to the police? The thought brought a new, unfamiliar discomfort, a feeling of being watched. He kicked at a loose stone, sending it skittering across the pavement.

His breath hitched as he imagined the owner, the person who had perhaps just lost everything. Leo's own lack of funds loomed larger, an insistent, nagging presence. He took another shaky breath and closed his eyes to try and calm the erratic rhythm of his heart.

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