The bitter taste of the coffee did nothing to soothe the tremor in Ben’s hand. He saw Chloe, his best friend, leaving the office of a dog groomer. The designer handbags and expensive suits he had come to associate with her were nowhere to be seen.

The air felt thin, difficult to breathe. He remembered the countless parties, the vacations, the lavish gifts. It felt unreal. He was finding it hard to catch his breath.

He focused on the steam rising from his cup, trying to distract himself. He knew this would change things. The unspoken, delicate balance of their friendship, was now shattered.

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