The vibrant colors of the playground seemed to mock Clara's unease. Her niece, Lily, swung happily, her laughter echoing in the air. On the picnic table, a drawing lay face up. A tall, thin figure with spindly limbs, holding Lily's hand. It was "Silas," her own childhood friend.

Clara felt a wave of icy dread. She remembered the secret language, the games played in the woods, the things Silas had convinced her to do. Her palms began to prickle. The familiar feelings of isolation and fear rose up.

She wanted to call to Lily, to pull her away. But her throat felt constricted, and the words wouldn’t come. She needed to leave, to get away from here, away from the drawing, away from the past.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229