She stared out the window, watching the rain streak down the glass. The air felt thick, heavy with unspoken things. He’d just told her about the time they'd lost their dog. He remembered the playful chase, the joyous romp in the park, the eventual finding of him. He was nostalgic, his voice filled with affection.

She remembered the sinking feeling in her stomach, the frantic search, the hours of weeping after. She remembered the dog’s limp body, the crushing realization that he was gone. She felt a knot tighten in her chest, and she found herself struggling to breathe. The joyful memory felt like a knife twisting in her gut. She felt like a phantom.

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