He walked the familiar streets of his childhood neighborhood, the houses looking smaller than he remembered. He stopped in front of the park. The swings creaked in the breeze, a sound that echoed the emptiness inside him. He'd been ecstatic when he'd seen her, Lily, and was eager to rekindle their friendship.

He saw Lily and waved. He watched her. She turned. The polite smile, the tilt of her head, the confused expression. "I'm sorry," she'd said, her voice soft, "I don't think we've met." He'd been stunned. The color drained from his face. She had no idea who he was.

Now, he felt a strange hollowness, a sensation of being untethered. He ran a hand through his hair, a gesture that felt automatic, a habit from a time when she had known him. He looked down at his feet, the gravel crunching beneath them. The sky, once vibrant, now seemed a dull, washed-out grey.

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