The vibrant, chaotic strokes of the drawing felt like a punch to the gut. The image of β€œClank,” her niece Daisy's new friend, was nearly identical to the figure that had dominated her childhood. Leo's face, usually so sunny, turned strangely pale. She felt a cold dread creep up her spine.

She abruptly turned away from the drawing, unable to look anymore. She walked to the window, staring out at the garden. The flowers, usually so cheerful, seemed to mock her with their beauty. Her hands were trembling.

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
πŸŽ‰-0.233
happy-0.231
"-0.228