He found himself constantly adjusting his glasses, a nervous tic he hadn't realized he still had. The festive atmosphere of the wedding felt jarringly out of sync with his internal state. Daniel felt a tightening in his chest, a sensation that made it difficult to breathe.

He avoided eye contact, focusing intently on the intricate patterns of the tablecloth. The thought of a face-to-face meeting with her filled him with a potent mixture of anxiety and trepidation. He felt a sudden urge to flee, to escape the suffocating weight of the situation.

He signaled the waiter for another drink, hoping the alcohol would steady his nerves. The champagne tasted flat. He glanced toward the entrance, his heart quickening its pace. He knew, with a certainty that chilled him to the bone, that she would be there.

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