"Oh, *hell* no," Leo muttered, his voice barely a whisper. He glared at the screen, the cursor blinking mockingly near the name of his former tormentor, Brenda. He felt a prickling sensation on the back of his neck, as if she were somehow watching him. He reached for his water, and drank with a hurried sense of thirst.

He took a sharp breath, trying to dispel the memories that flooded his mind. The taunts, the shoves, the constant feeling of being less than. He stood up, pacing the small confines of his apartment. His steps were erratic.

He felt a sudden and urgent need to change the subject. To move to something different. To do anything other than think about the girl whose name still had the power to make his hands clammy. He opened a new tab and started researching a completely unrelated topic.

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