The dog's shadow, long and distorted in the dying sunlight, stretched across the freshly mown lawn. Michael flinched, even though the animal was a good distance away. He hadn't been able to eat all day. Every little noise, every rustle of leaves, made him jump.

Heโ€™d almost tripped over the sprinkler hose heโ€™d been putting away earlier. His head swam just thinking about it.

He wanted to scream. He wanted to run. But he just stood there, rooted to the spot, a statue of unease. He felt as if everything he knew was at risk of disappearing.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290