The afternoon sun seemed to dim as Daniel looked at the drawing of his niece, Sophie. A figure, resembling his childhood companion, “Whisper,” stared back at him. It had ethereal, shimmering skin and hands that were far too long. He felt an undeniable disquiet.

Daniel found himself backing away from the table, drawn to the window. The world outside, bathed in the golden light of late afternoon, seemed less welcoming than usual. He ran a hand through his hair, a nervous gesture he hadn't made in years. The air itself felt thick, difficult to navigate.

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