Rain lashed against the window of the coffee shop, mirroring the tempest brewing inside Ben. He gripped his mug so tightly his knuckles were white. The ceramic felt cold and useless against his clammy palms. Sarah’s news, delivered with a casual smile, had punched the air right out of him.

He couldn’t meet her eyes. He focused on the swirling patterns the raindrops made on the glass. The cafe's usual comforting hum seemed to grate on his nerves.

He took a large gulp of the now lukewarm coffee, his throat tight. "Across the country... that's... a big move." It came out a choked whisper.

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