A bead of sweat trickled down Amelia's temple as she scanned the cluttered tables. Her fingers nervously tapped a rhythm on the worn denim of her jeans. Sunlight beat down, making the air thick and heavy, mimicking the pressure building in her chest. She wasn't usually this jumpy, but the meeting this afternoon felt… significant.

Then she saw it. Tucked behind a chipped ceramic gnome, sat Barnaby. Her Barnaby. He was threadbare, one button eye dangling precariously, but undeniably him. A tremor ran through her. She felt unsteady, as if the ground had shifted.

"How much for the bear?" she croaked, her voice barely a whisper. The woman, a round-faced lady in a floral dress, peered at Amelia over her reading glasses.

"Five dollars," the woman replied, her voice cheerful. Amelia fumbled in her purse, her hands clumsy. The meeting was weighing on her mind, and seeing Barnaby brought her memories of a simpler time, when things weren't as complicated.

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