A bead of sweat trickled down Sarah's temple, tracing a path through the meticulously applied makeup. Her fingers, usually steady as she dealt with her patients, fumbled with her purse. It felt like her heart was trying to escape her chest, a frantic bird trapped in a cage. She kept repeating her grandmother's words: "Promise me, darling. Promise me you'll find it."

The shop was a chaotic mess of glittering trinkets and dusty furniture. She stepped forward, her breath catching in her throat as she spotted the familiar sparkle. She knew the design; the delicate engraving of a bird in flight. It was her grandmother's ring.

She addressed the gruff man behind the counter, her voice barely a whisper. "May I...see that ring?" She hoped the tremor in her voice wasn't obvious. The air was thick, heavy, pressing down on her. The man grudgingly obliged, and as she held the ring, she felt a wave of dizziness wash over her.

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