"Well, that's just great," muttered John, staring at the debris. He had watched the drama unfold with a sense of dread. The fallen pine tree had taken out a good section of Mrs. Davisโ€™ fence.

He moved to his own garden, checking his trees. He had a few very large sycamores. They seemed healthy, but he found himself scrutinizing the trunks for the first time in years.

He ran a hand through his hair, a gesture of frustration. Insurance, contractors, the whole messy process flooded his mind. He wasn't looking forward to the phone calls.

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
๐Ÿ˜ฐ0.277
๐Ÿ˜ฃ0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
๐ŸŽ‰-0.233
happy-0.231
"-0.228