“Honey, are you feeling well?” The question from her mother made Amelia jump. She had been staring blankly at the wall, lost in a spiral of uncertainty. She offered a strained smile, trying to appear unaffected. She didn’t want to burden them.

She busied herself with clearing the dinner table, her movements jerky and uncoordinated. She knocked over a glass, the shards of glass scattering across the floor. She knelt to pick them up, her hands trembling. She felt a sharp pang of pain in her chest, a sudden, suffocating feeling.

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