As soon as she saw the envelope, Mary knew. She took a deep breath, steeling herself. She felt a strange buzzing sensation in her ears. The crisp paper felt foreign in her hands.

She sat down heavily at the kitchen table. Her thoughts raced, a jumbled mess of memories and anxieties. She wanted to rewind the clock, to avoid this moment.

She started listing all the reasons she shouldn't go. She picked at a loose thread on her jeans. She felt a growing sense of panic. The reunion felt like a test, a challenge she wasn't sure she could pass.

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