The flickering neon sign of the diner cast an unsettling glow on the rain-slicked street. Michael sat alone at the counter, the steam from his coffee doing little to thaw the icy grip of apprehension that had taken hold. The phone call, the veiled threats… he couldn't shake them from his mind. He reached for the book he'd borrowed from a friend.

As he turned the pages, a small, worn photograph slipped out. It depicted a man he vaguely recognized, standing in a doorway. On the back, a single word: "Beware." His hand began to tremble.

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