The old beach house stood weathered and gray against the crashing waves. He hesitated at the gate, the familiar scent of salt and seaweed bringing back a flood of memories. He'd come back here, hoping to find her. He had to know. His breathing became shallow and rapid. He pushed open the gate. He saw Sarah sitting on the porch. She was watching the waves, her silhouette framed by the setting sun.

He approached, his steps slow and deliberate. He'd spent weeks preparing for this, and now, all the words had disappeared. He stood before her, his throat suddenly tight. "Sarah?" he asked, his voice barely a whisper.

She turned to him, her expression friendly, but unfamiliar. "Yes?" she responded. He felt like he had been plunged into ice water. He felt a physical ache.
"I don't think so," she said, looking back out at the waves.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256