"Perfect!" Mrs. Rodriguez exclaimed at the sight of the fence design. For David, however, the word felt like a death knell. He felt a prickly heat rise up his neck.

He forced a smile, but his jaw felt locked. This meant the end of impromptu chats with the Millers, the sharing of tomatoes over the garden fence.

He imagined the solid wood, shutting them off, creating a boundary he hadn't asked for. He shifted his weight, his fingers drumming a frantic rhythm against his thigh. He felt like he had to get away, so he excused himself from the conversation and retreated to his yard.

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