The list was tucked beneath a stack of old concert tickets. Michael's hands, usually steady, trembled as he read his girlfriend, Chloe's, bucket list.

*Volunteer in a wildlife sanctuary.* That was a surprise. Chloe, a city girl through and through. The rest of the list unfolded before him: *Learn to play the guitar.* *See a Broadway show.* *Travel to Japan.*

He stared at the words, each one a stark reminder of the things they hadn't done, the places they hadn't been. He felt a wave of nausea. He'd thought they were building something together, but it felt like the foundation had shifted beneath his feet.

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